Latent semantic indexing: a probabilistic analysis
PODS '98 Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Statistical methods for speech recognition
Statistical methods for speech recognition
Making large-scale support vector machine learning practical
Advances in kernel methods
Learning in graphical models
Probabilistic latent semantic indexing
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
An Introduction to Variational Methods for Graphical Models
Machine Learning
Text Classification from Labeled and Unlabeled Documents using EM
Machine Learning - Special issue on information retrieval
An experimental comparison of model-based clustering methods
Machine Learning
Modern Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
UAI '01 Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence
Handbook of Mathematical Functions, With Formulas, Graphs, and Mathematical Tables,
Handbook of Mathematical Functions, With Formulas, Graphs, and Mathematical Tables,
Computer generated higher order expansions
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Expectation-propagation for the generative aspect model
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Variational Extensions to EM and Multinomial PCA
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Investigating the relationship between language model perplexity and IR precision-recall measures
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
On an equivalence between PLSI and LDA
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Tractable Group Detection on Large Link Data Sets
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
GaP: a factor model for discrete data
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Corpus structure, language models, and ad hoc information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Probabilistic author-topic models for information discovery
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
A cross-collection mixture model for comparative text mining
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Sequential information bottleneck for finite data
ICML '04 Proceedings of the twenty-first international conference on Machine learning
A Scalable Topic-Based Open Source Search Engine
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Exploring Independent Trends in a Topic-Based Search Engine
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Music artist style identification by semi-supervised learning from both lyrics and content
Proceedings of the 12th annual ACM international conference on Multimedia
Applying discrete PCA in data analysis
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
The author-topic model for authors and documents
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Factored latent analysis for far-field tracking data
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
The Latent Process Decomposition of cDNA Microarray Data Sets
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Combining eye movements and collaborative filtering for proactive information retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Short comings of latent models in supervised settings
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Discovering evolutionary theme patterns from text: an exploration of temporal text mining
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
On the use of linear programming for unsupervised text classification
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Modeling and predicting personal information dissemination behavior
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Creating social networks to improve peer-to-peer networking
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
A maximum entropy web recommendation system: combining collaborative and content features
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Leveraging relational autocorrelation with latent group models
MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining
Modeling word burstiness using the Dirichlet distribution
ICML '05 Proceedings of the 22nd international conference on Machine learning
Hierarchical Dirichlet model for document classification
ICML '05 Proceedings of the 22nd international conference on Machine learning
ICML '05 Proceedings of the 22nd international conference on Machine learning
Learning Gaussian processes from multiple tasks
ICML '05 Proceedings of the 22nd international conference on Machine learning
Leveraging Relational Autocorrelation with Latent Group Models
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Probabilistic topic decomposition of an eighteenth-century American newspaper
Journal of the American Society for Information Science and Technology
Exploring the use of latent topical information for statistical Chinese spoken document retrieval
Pattern Recognition Letters
Group and topic discovery from relations and text
Proceedings of the 3rd international workshop on Link discovery
A latent mixed membership model for relational data
Proceedings of the 3rd international workshop on Link discovery
Probabilistic models for discovering e-communities
Proceedings of the 15th international conference on World Wide Web
A probabilistic approach to spatiotemporal theme pattern mining on weblogs
Proceedings of the 15th international conference on World Wide Web
A risk minimization framework for information retrieval
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Bibliometric impact measures leveraging topic analysis
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
ICML '06 Proceedings of the 23rd international conference on Machine learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
The rate adapting poisson model for information retrieval and object recognition
ICML '06 Proceedings of the 23rd international conference on Machine learning
Data association for topic intensity tracking
ICML '06 Proceedings of the 23rd international conference on Machine learning
Pachinko allocation: DAG-structured mixture models of topic correlations
ICML '06 Proceedings of the 23rd international conference on Machine learning
Topic modeling: beyond bag-of-words
ICML '06 Proceedings of the 23rd international conference on Machine learning
LDA-based document models for ad-hoc retrieval
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Personalized recommendation driven by information flow
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Topics over time: a non-Markov continuous-time model of topical trends
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
A mixture model for contextual text mining
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Statistical entity-topic models
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering groups of people in Google news
Proceedings of the 1st ACM international workshop on Human-centered multimedia
Mining blog stories using community-based and temporal clustering
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Topic evolution and social interactions: how authors effect research
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Toward harnessing user feedback for machine learning
Proceedings of the 12th international conference on Intelligent user interfaces
Unsupervised topic modelling for multi-party spoken discourse
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Bayesian query-focused summarization
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Review: Which is the best way to organize/classify images by content?
Image and Vision Computing
Inference and evaluation of the multinomial mixture model for text clustering
Information Processing and Management: an International Journal
Topic sentiment mixture: modeling facets and opinions in weblogs
Proceedings of the 16th international conference on World Wide Web
Google news personalization: scalable online collaborative filtering
Proceedings of the 16th international conference on World Wide Web
Generative models for name disambiguation
Proceedings of the 16th international conference on World Wide Web
Noisy-OR Component Analysis and its Application to Link Analysis
The Journal of Machine Learning Research
Mining a digital library for influential authors
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Efficient topic-based unsupervised name disambiguation
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Subject metadata enrichment using statistical topic models
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Organizing the OCA: learning faceted subjects from a library of digital books
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Mining Eclipse Developer Contributions via Author-Topic Models
MSR '07 Proceedings of the Fourth International Workshop on Mining Software Repositories
BiTAM: bilingual topic AdMixture models for word alignment
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Unsupervised prediction of citation influences
Proceedings of the 24th international conference on Machine learning
Mixtures of hierarchical topics with Pachinko allocation
Proceedings of the 24th international conference on Machine learning
Dirichlet aggregation: unsupervised learning towards an optimal metric for proportional data
Proceedings of the 24th international conference on Machine learning
Journal of Visual Communication and Image Representation
Topic segmentation with shared topic detection and alignment of multiple documents
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
A study of Poisson query generation model for information retrieval
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
ARSA: a sentiment-aware model for predicting sales performance using blogs
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
On the strength of hyperclique patterns for text categorization
Information Sciences: an International Journal
Employing Latent Dirichlet Allocation for fraud detection in telecommunications
Pattern Recognition Letters
Automatic labeling of multinomial topic models
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Expertise modeling for matching papers with reviewers
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Hierarchical mixture models: a probabilistic analysis
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Knowledge discovery of multiple-topic document using parametric mixture model with dirichlet prior
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Information genealogy: uncovering the flow of ideas in non-hyperlinked document databases
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining correlated bursty topic patterns from coordinated text streams
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Generalized component analysis for text with heterogeneous attributes
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Image retrieval on large-scale image databases
Proceedings of the 6th ACM international conference on Image and video retrieval
Parametric Embedding for Class Visualization
Neural Computation
Unsupervised content-based indexing of sports video
Proceedings of the international workshop on Workshop on multimedia information retrieval
Visual language modeling for image classification
Proceedings of the international workshop on Workshop on multimedia information retrieval
MusicSense: contextual music recommendation using emotional allocation modeling
Proceedings of the 15th international conference on Multimedia
Short communication: Variable space hidden Markov model for topic detection and analysis
Knowledge-Based Systems
Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modeling Semantic Aspects for Cross-Media Image Indexing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 9th annual ACM international workshop on Web information and data management
Mining geographic knowledge using location aware topic model
Proceedings of the 4th ACM workshop on Geographical information retrieval
Identifying opinion leaders in the blogosphere
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Mining concepts from code with probabilistic topic models
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
Topic taxonomy adaptation for group profiling
ACM Transactions on Knowledge Discovery from Data (TKDD)
Overview and semantic issues of text mining
ACM SIGMOD Record
Extractive spoken document summarization for information retrieval
Pattern Recognition Letters
Mining business topics in source code using latent dirichlet allocation
ISEC '08 Proceedings of the 1st India software engineering conference
Describing Visual Scenes Using Transformed Objects and Parts
International Journal of Computer Vision
Multilevel Image Coding with Hyperfeatures
International Journal of Computer Vision
Adaptive e-mail intention finding mechanism based on e-mail words social networks
Proceedings of the 2007 workshop on Large scale attack defense
Computational Statistics & Data Analysis
A method for computing lexical semantic distance using linear functionals
Web Semantics: Science, Services and Agents on the World Wide Web
Proceedings of the 17th international conference on World Wide Web
Topic modeling with network regularization
Proceedings of the 17th international conference on World Wide Web
Modeling online reviews with multi-grain topic models
Proceedings of the 17th international conference on World Wide Web
Opinion integration through semi-supervised topic modeling
Proceedings of the 17th international conference on World Wide Web
Exploring social annotations for information retrieval
Proceedings of the 17th international conference on World Wide Web
Extraction and mining of an academic social network
Proceedings of the 17th international conference on World Wide Web
Computable social patterns from sparse sensor data
Proceedings of the first international workshop on Location and the web
Generating summary keywords for emails using topics
Proceedings of the 13th international conference on Intelligent user interfaces
Meeting adjourned: off-line learning interfaces for automatic meeting understanding
Proceedings of the 13th international conference on Intelligent user interfaces
Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words
International Journal of Computer Vision
Continuous visual vocabulary modelsfor pLSA-based scene recognition
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Semantic image classification using statistical local spatial relations model
Multimedia Tools and Applications
Fast nearest neighbor retrieval for bregman divergences
Proceedings of the 25th international conference on Machine learning
Hierarchical sampling for active learning
Proceedings of the 25th international conference on Machine learning
Memory bounded inference in topic models
Proceedings of the 25th international conference on Machine learning
Statistical models for partial membership
Proceedings of the 25th international conference on Machine learning
Semi-supervised learning of compact document representations with deep networks
Proceedings of the 25th international conference on Machine learning
The dynamic hierarchical Dirichlet process
Proceedings of the 25th international conference on Machine learning
Proceedings of the 25th international conference on Machine learning
Dirichlet component analysis: feature extraction for compositional data
Proceedings of the 25th international conference on Machine learning
Fully distributed EM for very large datasets
Proceedings of the 25th international conference on Machine learning
Learning to reduce the semantic gap in web image retrieval and annotation
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Learning from labeled features using generalized expectation criteria
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Analyzing web text association to disambiguate abbreviation in queries
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Improving text classification accuracy using topic modeling over an additional corpus
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Latent dirichlet allocation based multi-document summarization
Proceedings of the second workshop on Analytics for noisy unstructured text data
Principles of appearance acquisition and representation
ACM SIGGRAPH 2008 classes
The Boolean column and column-row matrix decompositions
Data Mining and Knowledge Discovery
Structured entity identification and document categorization: two tasks with one joint model
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Combinational collaborative filtering for personalized community recommendation
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Unsupervised deduplication using cross-field dependencies
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Probabilistic latent semantic visualization: topic model for visualizing documents
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Factorization meets the neighborhood: a multifaceted collaborative filtering model
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining multi-faceted overviews of arbitrary topics in a text collection
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Joint latent topic models for text and citations
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Fast collapsed gibbs sampling for latent dirichlet allocation
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
A bayesian mixture model with linear regression mixing proportions
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Community evolution in dynamic multi-mode networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Model-based document clustering with a collapsed gibbs sampler
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Anticipating annotations and emerging trends in biomedical literature
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
ArnetMiner: extraction and mining of academic social networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovery of activity patterns using topic models
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
Multinomial mixture model with feature selection for text clustering
Knowledge-Based Systems
Statistical Debugging Using Latent Topic Models
ECML '07 Proceedings of the 18th European conference on Machine Learning
Using Language Models and Topic Models for XML Retrieval
Focused Access to XML Documents
Entity Ranking from Annotated Text Collections Using Multitype Topic Models
Focused Access to XML Documents
Automatic Image Annotation with Relevance Feedback and Latent Semantic Analysis
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Comparing Local Feature Descriptors in pLSA-Based Image Models
Proceedings of the 30th DAGM symposium on Pattern Recognition
Learning Ontologies of Appropriate Size
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
Finding Identity Group "Fingerprints" in Documents
IWCF '08 Proceedings of the 2nd international workshop on Computational Forensics
Adapting LDA Model to Discover Author-Topic Relations for Email Analysis
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
A Joint Topic and Perspective Model for Ideological Discourse
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
A Unified View of Matrix Factorization Models
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Modeling Topic and Role Information in Meetings Using the Hierarchical Dirichlet Process
MLMI '08 Proceedings of the 5th international workshop on Machine Learning for Multimodal Interaction
Mixed Membership Stochastic Blockmodels
The Journal of Machine Learning Research
A theory of aspects as latent topics
Proceedings of the 23rd ACM SIGPLAN conference on Object-oriented programming systems languages and applications
Latent dirichlet allocation in web spam filtering
AIRWeb '08 Proceedings of the 4th international workshop on Adversarial information retrieval on the web
Incorporating topic transition in topic detection and tracking algorithms
Expert Systems with Applications: An International Journal
Automatic discovery of topics and acoustic morphemes from speech
Computer Speech and Language
Incremental probabilistic latent semantic analysis for automatic question recommendation
Proceedings of the 2008 ACM conference on Recommender systems
Opinion Mining and Sentiment Analysis
Foundations and Trends in Information Retrieval
A framework for WWW user activity analysis based on user interest
Knowledge-Based Systems
Modeling hidden topics on document manifold
Proceedings of the 17th ACM conference on Information and knowledge management
Tapping on the potential of q&a community by recommending answer providers
Proceedings of the 17th ACM conference on Information and knowledge management
Data weaving: scaling up the state-of-the-art in data clustering
Proceedings of the 17th ACM conference on Information and knowledge management
Multi-aspect expertise matching for review assignment
Proceedings of the 17th ACM conference on Information and knowledge management
Scalable community discovery on textual data with relations
Proceedings of the 17th ACM conference on Information and knowledge management
Evaluating topic models for information retrieval
Proceedings of the 17th ACM conference on Information and knowledge management
Combining concept hierarchies and statistical topic models
Proceedings of the 17th ACM conference on Information and knowledge management
Proceedings of the 2nd international workshop on Data and text mining in bioinformatics
Social capital in online communities
Proceedings of the 2nd PhD workshop on Information and knowledge management
Topic models and a revisit of text-related applications
Proceedings of the 2nd PhD workshop on Information and knowledge management
Mapping enterprise entities to text segments
Proceedings of the 2nd PhD workshop on Information and knowledge management
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
Deep networks for image retrieval on large-scale databases
MM '08 Proceedings of the 16th ACM international conference on Multimedia
What did you do today?: discovering daily routines from large-scale mobile data
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Delivering online advertisements inside images
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Semantic lattices for multiple annotation of images
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Categorizing bi-object video activities using bag of segments and causality features
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
Bilingual LSA-based adaptation for statistical machine translation
Machine Translation
Efficiently Learning Random Fields for Stereo Vision with Sparse Message Passing
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Word Topic Models for Spoken Document Retrieval and Transcription
ACM Transactions on Asian Language Information Processing (TALIP)
A Comparative Study of Probabilistic Ranking Models for Chinese Spoken Document Summarization
ACM Transactions on Asian Language Information Processing (TALIP)
Modeling Documents by Combining Semantic Concepts with Unsupervised Statistical Learning
ISWC '08 Proceedings of the 7th International Conference on The Semantic Web
Unsupervised Text Learning Based on Context Mixture Model with Dirichlet Prior
Advanced Web and NetworkTechnologies, and Applications
Ontology Construction Based on Latent Topic Extraction in a Digital Library
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Enhancing the Literature Review Using Author-Topic Profiling
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Article Recommendation Based on a Topic Model for Wikipedia Selection for Schools
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Context Driven Focus of Attention for Object Detection
Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint
Towards Machine Learning on the Semantic Web
Uncertainty Reasoning for the Semantic Web I
Name Disambiguation Boosted by Latent Topics from Web Directories
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Linked Topic and Interest Model for Web Forums
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Matching and Ranking with Hidden Topics towards Online Contextual Advertising
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Cool Blog Identi?cation Using Topic-Based Models
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Mining Financial News for Major Events and Their Impacts on the Market
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Modelling User Behaviour for Web Recommendation Using LDA Model
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Latent grouping models for user preference prediction
Machine Learning
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Retrieving video features for language acquisition
Expert Systems with Applications: An International Journal
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Statistical Language Models for Information Retrieval A Critical Review
Foundations and Trends in Information Retrieval
Graphical Models, Exponential Families, and Variational Inference
Foundations and Trends® in Machine Learning
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Can Geotags Help Image Recognition?
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Latent Style Model: Discovering writing styles for calligraphy works
Journal of Visual Communication and Image Representation
Complexity control in a mixture model by the Hardy-Weinberg equilibrium
Computational Statistics & Data Analysis
Clusters, language models, and ad hoc information retrieval
ACM Transactions on Information Systems (TOIS)
Mining the web for visual concepts
Proceedings of the 9th International Workshop on Multimedia Data Mining: held in conjunction with the ACM SIGKDD 2008
Merging element fuzzy cognitive maps
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
A density-based method for adaptive LDA model selection
Neurocomputing
Methodological Review: Empirical distributional semantics: Methods and biomedical applications
Journal of Biomedical Informatics
Sourcerer: mining and searching internet-scale software repositories
Data Mining and Knowledge Discovery
Effects of Term Distributions on Binary Classification
IEICE - Transactions on Information and Systems
Entity Network Prediction Using Multitype Topic Models
IEICE - Transactions on Information and Systems
Rated aspect summarization of short comments
Proceedings of the 18th international conference on World wide web
Collaborative filtering for orkut communities: discovery of user latent behavior
Proceedings of the 18th international conference on World wide web
Modeling semantics and structure of discussion threads
Proceedings of the 18th international conference on World wide web
Mining multilingual topics from wikipedia
Proceedings of the 18th international conference on World wide web
Applying latent dirichlet allocation to group discovery in large graphs
Proceedings of the 2009 ACM symposium on Applied Computing
A sentence level probabilistic model for evolutionary theme pattern mining from news corpora
Proceedings of the 2009 ACM symposium on Applied Computing
Has Computational Linguistics Become More Applied?
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Semi-supervised Clustering for Word Instances and Its Effect on Word Sense Disambiguation
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Linked latent Dirichlet allocation in web spam filtering
Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web
A Generalized Topic Modeling Approach for Maven Search
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Topic-Level Random Walk through Probabilistic Model
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Query-Focused Summarization by Combining Topic Model and Affinity Propagation
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Bag of Timestamps: A Simple and Efficient Bayesian Chronological Mining
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
A Comparative Study of Utilizing Topic Models for Information Retrieval
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
A Topic-Based Measure of Resource Description Quality for Distributed Information Retrieval
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Topic and Trend Detection in Text Collections Using Latent Dirichlet Allocation
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Dynamic Exponential Family Matrix Factorization
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Simultaneously Finding Fundamental Articles and New Topics Using a Community Tracking Method
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
The VLDB Journal — The International Journal on Very Large Data Bases
Document analysis and visualization with zero-inflated poisson
Data Mining and Knowledge Discovery
Incorporating domain knowledge into topic modeling via Dirichlet Forest priors
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Probabilistic dyadic data analysis with local and global consistency
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Accounting for burstiness in topic models
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Topic-link LDA: joint models of topic and author community
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Independent factor topic models
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Evaluation methods for topic models
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
MedLDA: maximum margin supervised topic models for regression and classification
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Topic model methods for automatically identifying out-of-scope resources
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Re-ranking search results using language models of query-specific clusters
Information Retrieval
Connections between the lines: augmenting social networks with text
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Turning down the noise in the blogosphere
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Meme-tracking and the dynamics of the news cycle
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Social influence analysis in large-scale networks
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Combining link and content for community detection: a discriminative approach
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient methods for topic model inference on streaming document collections
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Address standardization with latent semantic association
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Named entity mining from click-through data using weakly supervised latent dirichlet allocation
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Text segmentation with LDA-based Fisher kernel
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
Social recommender systems for web 2.0 folksonomies
Proceedings of the 20th ACM conference on Hypertext and hypermedia
International Journal of Approximate Reasoning
Building community-centric information exploration applications on social content sites
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
A new dual wing harmonium model for document retrieval
Pattern Recognition
Inferring activity time in news through event modeling
HLT-SRWS '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Student Research Workshop
Determining Automatically the Size of Learned Ontologies
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Web Search Clustering and Labeling with Hidden Topics
ACM Transactions on Asian Language Information Processing (TALIP)
Discovering voter preferences in blogs using mixtures of topic models
Proceedings of The Third Workshop on Analytics for Noisy Unstructured Text Data
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Named entity recognition in query
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A probabilistic topic-based ranking framework for location-sensitive domain information retrieval
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Identifying the original contribution of a document via language modeling
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A latent topic model for linked documents
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A relevance-based topic model for news event tracking
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Using computational community interest as an indicator for ranking
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications
AAIM '09 Proceedings of the 5th International Conference on Algorithmic Aspects in Information and Management
Ranking Answers by Hierarchical Topic Models
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
A Probabilistic Semantic Based Mixture Collaborative Filtering
UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
Probabilistic latent semantic user segmentation for behavioral targeted advertising
Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising
Scalable clustering and keyword suggestion for online advertisements
Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising
Regional category parsing in undirected graphical models
Pattern Recognition Letters
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Multi-conditional learning: generative/discriminative training for clustering and classification
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Expert Systems with Applications: An International Journal
A discrete mixture-based kernel for SVMs: Application to spam and image categorization
Information Processing and Management: an International Journal
Tracking the dynamic evolution of participant salience in a discussion
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Modeling Chinese documents with topical word-character models
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Detecting multiple facets of an event using graph-based unsupervised methods
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Robust Measures of Complexity in TCBR
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Unsupervised modeling of objects and their hierarchical contextual interactions
Journal on Image and Video Processing - Special issue on patches in vision
Contextual classification of image patches with latent aspect models
Journal on Image and Video Processing - Special issue on patches in vision
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Automatic essay grading with probabilistic latent semantic analysis
EdAppsNLP 05 Proceedings of the second workshop on Building Educational Applications Using NLP
Domain adaptation with structural correspondence learning
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Style & topic language model adaptation using HMM-LDA
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Temporal feature modification for retrospective categorization
FeatureEng '05 Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing
Semi-parametric and Non-parametric Term Weighting for Information Retrieval
ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
Time-Sensitive Language Modelling for Online Term Recurrence Prediction
ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
Implicit affinity networks and social capital
Information Technology and Management
Bayesian unsupervised topic segmentation
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Studying the history of ideas using topic models
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
HTM: a topic model for hypertexts
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Relative rank statistics for dialog analysis
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Exploratory fMRI Analysis without Spatial Normalization
IPMI '09 Proceedings of the 21st International Conference on Information Processing in Medical Imaging
Bayesian Multi-topic Microarray Analysis with Hyperparameter Reestimation
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Exploiting Temporal Authors Interests via Temporal-Author-Topic Modeling
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Topic-Based Hard Clustering of Documents Using Generative Models
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Two-Way Grouping by One-Way Topic Models
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
The Sensitivity of Latent Dirichlet Allocation for Information Retrieval
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Identifying the Original Contribution of a Document via Language Modeling
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Latent Dirichlet Allocation for Automatic Document Categorization
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Latent Dirichlet Bayesian Co-Clustering
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Post Recommendation in Social Web Site
EGOV '09 Proceedings of the 8th International Conference on Electronic Government
Topic Significance Ranking of LDA Generative Models
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
PLSI: The True Fisher Kernel and beyond
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
One Graph Is Worth a Thousand Logs: Uncovering Hidden Structures in Massive System Event Logs
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Conference Mining via Generalized Topic Modeling
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
A Generic Approach to Topic Models
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Object Matching in Distributed Video Surveillance Systems by LDA-Based Appearance Descriptors
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Semi-supervised sequence modeling with syntactic topic models
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Probabilistic community discovery using hierarchical latent Gaussian mixture model
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Dimension amnesic pyramid match kernel
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Hierarchical location and topic based query expansion
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Multi-HDP: a non parametric Bayesian model for tensor factorization
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Intelligent email: aiding users with AI
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Using clustering methods for discovering event structures
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Shared logistic normal distributions for soft parameter tying in unsupervised grammar induction
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
May all your wishes come true: a study of wishes and how to recognize them
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Domain adaptation with latent semantic association for named entity recognition
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Hierarchical text segmentation from multi-scale lexical cohesion
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Exploring content models for multi-document summarization
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Global models of document structure using latent permutations
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Predicting response to political blog posts with topic models
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
NUS-ML: improving word sense disambiguation using topic features
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
PUTOP: turning predominant senses into a topic model for word sense disambiguation
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Latent Dirichlet Allocation with topic-in-set knowledge
SemiSupLearn '09 Proceedings of the NAACL HLT 2009 Workshop on Semi-Supervised Learning for Natural Language Processing
Learning probabilistic paradigms for morphology in a latent class model
SIGPHON '06 Proceedings of the Eighth Meeting of the ACL Special Interest Group on Computational Phonology and Morphology
User guided audio selection from complex sound mixtures
Proceedings of the 22nd annual ACM symposium on User interface software and technology
Topic and role discovery in social networks with experiments on enron and academic email
Journal of Artificial Intelligence Research
Learning document-level semantic properties from free-text annotations
Journal of Artificial Intelligence Research
Dynamic mixture models for multiple time series
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A new compositional technique for hand posture recognition
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Discovery of architectural layers and measurement of layering violations in source code
Journal of Systems and Software
AMC '09 Proceedings of the 2009 workshop on Ambient media computing
Canonical contextual distance for large-scale image annotation and retrieval
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Semantics-preserving bag-of-words models for efficient image annotation
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Tagging and retrieving images with co-occurrence models: from corel to flickr
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Topic modeling for spoken document retrieval using word- and syllable-level information
SSCS '09 Proceedings of the third workshop on Searching spontaneous conversational speech
Latent topic driving model for movie affective scene classification
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Tag refinement by regularized LDA
MM '09 Proceedings of the 17th ACM international conference on Multimedia
What is a complete set of keywords for image description & annotation on the web
MM '09 Proceedings of the 17th ACM international conference on Multimedia
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Parallel algorithms for mining large-scale rich-media data
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Pornprobe: an LDA-SVM based pornography detection system
MM '09 Proceedings of the 17th ACM international conference on Multimedia
An Information-Theoretic Approach for Unsupervised Topic Mining in Large Text Collections
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Query Classification Based on Regularized Correlated Topic Model
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
A Software System for Topic Extraction and Document Classification
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Incremental EM for Probabilistic Latent Semantic Analysis on Human Action Recognition
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Latent dirichlet allocation for tag recommendation
Proceedings of the third ACM conference on Recommender systems
Matching information content with music
Proceedings of the third ACM conference on Recommender systems
Places clustering of full-length film key-framesusing latent aspect modeling over SIFT matches
IEEE Transactions on Circuits and Systems for Video Technology
Comparison of similarity models for the relation discovery task
LD '06 Proceedings of the Workshop on Linguistic Distances
Discourse topics and metaphors
CALC '09 Proceedings of the Workshop on Computational Approaches to Linguistic Creativity
Topic model analysis of metaphor frequency for psycholinguistic stimuli
CALC '09 Proceedings of the Workshop on Computational Approaches to Linguistic Creativity
Topic and role discovery in social networks
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Creating probabilistic databases from duplicated data
The VLDB Journal — The International Journal on Very Large Data Bases
Factor in the neighbors: Scalable and accurate collaborative filtering
ACM Transactions on Knowledge Discovery from Data (TKDD)
Proceedings of the 18th ACM conference on Information and knowledge management
Computational community interest for ranking
Proceedings of the 18th ACM conference on Information and knowledge management
Joint sentiment/topic model for sentiment analysis
Proceedings of the 18th ACM conference on Information and knowledge management
Generating comparative summaries of contradictory opinions in text
Proceedings of the 18th ACM conference on Information and knowledge management
Probabilistic models for topic learning from images and captions in online biomedical literatures
Proceedings of the 18th ACM conference on Information and knowledge management
Interactive, topic-based visual text summarization and analysis
Proceedings of the 18th ACM conference on Information and knowledge management
Probabilistic latent preference analysis for collaborative filtering
Proceedings of the 18th ACM conference on Information and knowledge management
Detecting topic evolution in scientific literature: how can citations help?
Proceedings of the 18th ACM conference on Information and knowledge management
Practical lessons of data mining at Yahoo!
Proceedings of the 18th ACM conference on Information and knowledge management
Product feature categorization with multilevel latent semantic association
Proceedings of the 18th ACM conference on Information and knowledge management
Probabilistic models of ranking novel documents for faceted topic retrieval
Proceedings of the 18th ACM conference on Information and knowledge management
iLoc: a framework for incremental location-state acquisition and prediction based on mobile sensors
Proceedings of the 18th ACM conference on Information and knowledge management
MagicCube: choosing the best snippet for each aspect of an entity
Proceedings of the 18th ACM conference on Information and knowledge management
Topic and keyword re-ranking for LDA-based topic modeling
Proceedings of the 18th ACM conference on Information and knowledge management
Dynamic hyperparameter optimization for bayesian topical trend analysis
Proceedings of the 18th ACM conference on Information and knowledge management
What's behind topic formation and development: a perspective of community core groups
Proceedings of the 18th ACM conference on Information and knowledge management
An efficient clustering algorithm for large-scale topical web pages
Proceedings of the 18th ACM conference on Information and knowledge management
A scalable and effective full-text search in P2P networks
Proceedings of the 18th ACM conference on Information and knowledge management
Boosting KNN text classification accuracy by using supervised term weighting schemes
Proceedings of the 18th ACM conference on Information and knowledge management
Multilayer pLSA for multimodal image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Context-based multi-label image annotation
Proceedings of the ACM International Conference on Image and Video Retrieval
Discovering group nonverbal conversational patterns with topics
Proceedings of the 2009 international conference on Multimodal interfaces
Learning and predicting multimodal daily life patterns from cell phones
Proceedings of the 2009 international conference on Multimodal interfaces
Two-way Poisson mixture models for simultaneous document classification and word clustering
Computational Statistics & Data Analysis
IEEE Transactions on Audio, Speech, and Language Processing
A tag recommendation system for folksonomy
Proceedings of the 2nd ACM workshop on Social web search and mining
Cross-language linking of news stories on the web using interlingual topic modelling
Proceedings of the 2nd ACM workshop on Social web search and mining
Beyond the stars: exploiting free-text user reviews to improve the accuracy of movie recommendations
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
Image categorization via robust pLSA
Pattern Recognition Letters
Effective annotation and search for video blogs with integration of context and content analysis
IEEE Transactions on Multimedia - Special issue on integration of context and content
Scale-invariant visual language modeling for object categorization
IEEE Transactions on Multimedia - Special issue on integration of context and content
Building effective question answering characters
SigDIAL '06 Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue
Learning color names for real-world applications
IEEE Transactions on Image Processing
Learning author-topic models from text corpora
ACM Transactions on Information Systems (TOIS)
Natural Language Understanding
Proceedings of the 2009 conference on New Trends in Software Methodologies, Tools and Techniques: Proceedings of the Eighth SoMeT_09
A First Approach to Activity Recognition using Topic Models
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Exponential family sparse coding with applications to self-taught learning
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Semi-supervised learning of visual classifiers from web images and text
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Topic tracking model for analyzing consumer purchase behavior
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Explicit versus latent concept models for cross-language information retrieval
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Multiscale analysis of document corpora based on diffusion models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Towards ontology learning from folksonomies
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Unsupervised context detection using wireless signals
Pervasive and Mobile Computing
The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies
Journal of the ACM (JACM)
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Using metadata for query refinement and recommendation
DCMI '09 Proceedings of the 2009 International Conference on Dublin Core and Metadata Applications
A First Approach to Activity Recognition using Topic Models
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Data publishing against realistic adversaries
Proceedings of the VLDB Endowment
Employing topic models for pattern-based semantic class discovery
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
Latent variable models of concept-attribute attachment
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
A Latent Dirichlet Framework for Relevance Modeling
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Supervised Dual-PLSA for Personalized SMS Filtering
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Domain Specific Opinion Retrieval
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Latent Topic Extraction from Relational Table for Record Matching
DS '09 Proceedings of the 12th International Conference on Discovery Science
Estimating Likelihoods for Topic Models
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Community Detection on Weighted Networks: A Variational Bayesian Method
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Injecting Structured Data to Generative Topic Model in Enterprise Settings
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Automatically Constructing Semantic Web Services from Online Sources
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Randomized Probabilistic Latent Semantic Analysis for Scene Recognition
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Using Topic Models to Interpret MEDLINE's Medical Subject Headings
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
A Bag of Features Approach for 3D Shape Retrieval
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Spatiotemporal Phase Congruency Based Invariant Features for Human Behavior Classification
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Generalized Relevance Models for Automatic Image Annotation
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A News Analysis and Tracking System
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
A perceptual hashing algorithm using latent dirichlet allocation
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Learning image semantics with latent aspect model
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Web-based topic language modeling for audio indexing
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Multimodal image retrieval via Bayesian information fusion
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Image annotation and retrieval based on efficient learning of contextual latent space
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Connecting people in photo-sharing sites by photo content and user annotations
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Web image interpretation: semi-supervised mining annotated words
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Active learning by labeling features
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Labeled LDA: a supervised topic model for credit attribution in multi-labeled corpora
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Multi-document summarisation using generic relation extraction
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Language models based on semantic composition
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Web-scale distributional similarity and entity set expansion
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Cross-cultural analysis of blogs and forums with mixed-collection topic models
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
NLP support for faceted navigation in scholarly collections
NLPIR4DL '09 Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries
Affordance based word-to-meaning association
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
The Probabilistic Relevance Framework: BM25 and Beyond
Foundations and Trends in Information Retrieval
A risk minimization framework for information retrieval
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
A compositional technique for hand posture recognition: new results
WSEAS TRANSACTIONS on COMMUNICATIONS
fLDA: matrix factorization through latent dirichlet allocation
Proceedings of the third ACM international conference on Web search and data mining
TwitterRank: finding topic-sensitive influential twitterers
Proceedings of the third ACM international conference on Web search and data mining
GeoFolk: latent spatial semantics in web 2.0 social media
Proceedings of the third ACM international conference on Web search and data mining
Heuristic Bayesian Segmentation for Discovery of Coexpressed Genes within Genomic Regions
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Usage patterns and latent semantic analyses for task goal inference of multimodal user interactions
Proceedings of the 15th international conference on Intelligent user interfaces
Facilitating exploratory search by model-based navigational cues
Proceedings of the 15th international conference on Intelligent user interfaces
Automatic generation of research trails in web history
Proceedings of the 15th international conference on Intelligent user interfaces
A survey of collaborative filtering techniques
Advances in Artificial Intelligence
Diagnosis of recurrent faults using log files
CASCON '09 Proceedings of the 2009 Conference of the Center for Advanced Studies on Collaborative Research
Grounding of word meanings in multimodal concepts using LDA
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
New filtering approaches for phishing email
Journal of Computer Security - EU-Funded ICT Research on Trust and Security
Visual block link analysis for image re-ranking
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Applying pLSA to region-based image categorization with soft vector quantization
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Learning subsumption hierarchies of ontology concepts from texts
Web Intelligence and Agent Systems
A Survey of Statistical Network Models
Foundations and Trends® in Machine Learning
Content modeling using latent permutations
Journal of Artificial Intelligence Research
Topic models for semantics-preserving video compression
Proceedings of the international conference on Multimedia information retrieval
Region-based automatic web image selection
Proceedings of the international conference on Multimedia information retrieval
Assessment of the utility of tag clouds for faster image retrieval
Proceedings of the international conference on Multimedia information retrieval
Improving document clustering in a learned concept space
Information Processing and Management: an International Journal
Neurocomputing
On the discovery of subsumption relations for the alignment of ontologies
Web Semantics: Science, Services and Agents on the World Wide Web
OPTIMOL: Automatic Online Picture Collection via Incremental Model Learning
International Journal of Computer Vision
International Journal of Computer Vision
Unsupervised Object Discovery: A Comparison
International Journal of Computer Vision
Comparing compact codebooks for visual categorization
Computer Vision and Image Understanding
A novel dual wing harmonium model aided by 2-D wavelet transform subbands for document data mining
Expert Systems with Applications: An International Journal
Learning natural scene categories by selective multi-scale feature extraction
Image and Vision Computing
COMLEX: visualizing communication for research and saving lives
CHI '10 Extended Abstracts on Human Factors in Computing Systems
Analyzing knowledge communities using foreground and background clusters
ACM Transactions on Knowledge Discovery from Data (TKDD)
Data clustering: 50 years beyond K-means
Pattern Recognition Letters
Distributed Algorithms for Topic Models
The Journal of Machine Learning Research
Nonlinear Models Using Dirichlet Process Mixtures
The Journal of Machine Learning Research
Learning to retrieve images from text queries with a discriminative model
AMR'06 Proceedings of the 4th international conference on Adaptive multimedia retrieval: user, context, and feedback
Topical and temporal visualization using wavelets
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
An evaluation of text retrieval methods for similarity search of multi-dimensional NMR-spectra
BIRD'07 Proceedings of the 1st international conference on Bioinformatics research and development
Modeling term associations for ad-hoc retrieval performance within language modeling framework
ECIR'07 Proceedings of the 29th European conference on IR research
Understanding research field evolving and trend with dynamic Bayesian networks
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Data mining for web personalization
The adaptive web
Joint group and topic discovery from relations and text
ICML'06 Proceedings of the 2006 conference on Statistical network analysis
Combining stochastic block models and mixed membership for statistical network analysis
ICML'06 Proceedings of the 2006 conference on Statistical network analysis
A marginalized MAP approach and EM optimization for pair-wise registration
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
AdHeat: an influence-based diffusion model for propagating hints to match ads
Proceedings of the 19th international conference on World wide web
Equip tourists with knowledge mined from travelogues
Proceedings of the 19th international conference on World wide web
Context-aware citation recommendation
Proceedings of the 19th international conference on World wide web
Statistical models of music-listening sessions in social media
Proceedings of the 19th international conference on World wide web
Research trails: getting back where you left off
Proceedings of the 19th international conference on World wide web
Social group suggestion from user image collections
Proceedings of the 19th international conference on World wide web
Link prediction using probabilistic group models of network structure
Proceedings of the 2010 ACM Symposium on Applied Computing
Expression microarray classification using topic models
Proceedings of the 2010 ACM Symposium on Applied Computing
Unsupervised identification of multiple objects of interest from multiple images: dISCOVER
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Hierarchical long-term learning for automatic image annotation
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Understanding topic influence based on module network
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Topic-Dependent Language Model with Voting on Noun History
ACM Transactions on Asian Language Information Processing (TALIP)
Semi-latent Dirichlet allocation: a hierarchical model for human action recognition
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Smoothing LDA model for text categorization
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Entity network prediction using multitype topic models
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Using prosodic features in language models for meetings
MLMI'07 Proceedings of the 4th international conference on Machine learning for multimodal interaction
Comparing LDA with pLSI as a dimensionality reduction method in document clustering
LKR'08 Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application
Text categorization based on topic model
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Visolink: a user-centric social relationship mining
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
A statistical model for topic segmentation and clustering
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Object recognition using words model of optimal size: in histograms of oriented gradients
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
On smoothing and inference for topic models
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Multilingual topic models for unaligned text
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Quantum annealing for clustering
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Quantum annealing for variational Bayes inference
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Software traceability with topic modeling
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 1
Discovery of latent subcommunities in a blog's readership
ACM Transactions on the Web (TWEB)
Community-based ranking of the social web
Proceedings of the 21st ACM conference on Hypertext and hypermedia
A generative model for self/non-self discrimination in strings
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Variational Bayes for generic topic models
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Latent Dirichlet allocation based writer identification in offline handwriting
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Latent visual context analysis for image re-ranking
Proceedings of the ACM International Conference on Image and Video Retrieval
A hybrid unsupervised image re-ranking approach with latent topic contents
Proceedings of the ACM International Conference on Image and Video Retrieval
Multi modal semantic indexing for image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Evaluating topic models for digital libraries
Proceedings of the 10th annual joint conference on Digital libraries
Object categorization using boosting within hierarchical Bayesian model
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A spatially aware generative model for image classification, topic discovery and segmentation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Modeling latent aspects for automatic image annotation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A Dirichlet process mixture of generalized Dirichlet distributions for proportional data modeling
IEEE Transactions on Neural Networks
Analysis of computer science related curriculum on LDA and Isomap
Proceedings of the fifteenth annual conference on Innovation and technology in computer science education
Bug localization using latent Dirichlet allocation
Information and Software Technology
Learning to rank with (a lot of) word features
Information Retrieval
Enhancing link-based similarity through the use of non-numerical labels and prior information
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
An efficient block model for clustering sparse graphs
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Guest Editorial: Global modeling using local patterns
Data Mining and Knowledge Discovery
Baselines for Image Annotation
International Journal of Computer Vision
Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding
International Journal of Computer Vision
Temporal expert finding through generalized time topic modeling
Knowledge-Based Systems
Exploring repositories of scientific workflows
Proceedings of the 1st International Workshop on Workflow Approaches to New Data-centric Science
Modeling the evolution of associated data
Data & Knowledge Engineering
Invited paper: Visualizing search results and document collections using topic maps
Web Semantics: Science, Services and Agents on the World Wide Web
Mining the blogosphere for top news stories identification
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Estimating advertisability of tail queries for sponsored search
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Multi-view clustering of multilingual documents
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Probabilistic latent maximal marginal relevance
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
TIARA: a visual exploratory text analytic system
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
On the quality of inferring interests from social neighbors
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Discriminative topic modeling based on manifold learning
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Online multiscale dynamic topic models
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Topic models with power-law using Pitman-Yor process
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
The topic-perspective model for social tagging systems
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Latent aspect rating analysis on review text data: a rating regression approach
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Trust network inference for online rating data using generative models
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Mixture models for learning low-dimensional roles in high-dimensional data
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
PET: a statistical model for popular events tracking in social communities
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Universal multi-dimensional scaling
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Interaction-based information filtering for children
Proceedings of the third symposium on Information interaction in context
Low power logic for statistical inference
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Solving k-Nearest Neighbor Problem on Multiple Graphics Processors
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
Mining discriminative items in multiple data streams
World Wide Web
A topological embedding of the lexicon for semantic distance computation
Natural Language Engineering
Wordica: Emergence of linguistic representations for words by independent component analysis
Natural Language Engineering
Semantic modeling of natural scenes based on contextual Bayesian networks
Pattern Recognition
Minimally-supervised extraction of entities from text advertisements
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Visual information in semantic representation
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Automatic evaluation of topic coherence
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Unsupervised modeling of Twitter conversations
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Term weighting schemes for Latent Dirichlet Allocation
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Learning words and their meanings from unsegmented child-directed speech
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
An unsupervised aspect-sentiment model for online reviews
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Topic models for image annotation and text illustration
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Syntactic and semantic factors in processing difficulty: an integrated measure
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Word representations: a simple and general method for semi-supervised learning
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A latent dirichlet allocation method for selectional preferences
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Latent variable models of selectional preference
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Generating templates of entity summaries with an entity-aspect model and pattern mining
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A game-theoretic model of metaphorical bargaining
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A hybrid hierarchical model for multi-document summarization
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Cross-lingual latent topic extraction
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Topic models for word sense disambiguation and token-based idiom detection
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
How many words is a picture worth? Automatic caption generation for news images
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Unsupervised discourse segmentation of documents with inherently parallel structure
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Learning topical transition probabilities in click through data with regression models
Procceedings of the 13th International Workshop on the Web and Databases
Communications of the ACM
Development of a curriculum analysis tool
ITHET'10 Proceedings of the 9th international conference on Information technology based higher education and training
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
KSU KDD: Word sense induction by clustering in topic space
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
JAIST: Clustering and classification based approaches for Japanese WSD
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Computational creativity tools for songwriters
CALC '10 Proceedings of the NAACL HLT 2010 Second Workshop on Computational Approaches to Linguistic Creativity
Social links from latent topics in Microblogs
WSA '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Linguistics in a World of Social Media
From frequency to meaning: vector space models of semantics
Journal of Artificial Intelligence Research
A nonnegative blind source separation model for binary test data
IEEE Transactions on Circuits and Systems Part I: Regular Papers
The CALO meeting assistant system
IEEE Transactions on Audio, Speech, and Language Processing
Semantics-preserving bag-of-words models and applications
IEEE Transactions on Image Processing
Who is talking about what: social map-based recommendation for content-centric social websites
Proceedings of the fourth ACM conference on Recommender systems
LDA for on-the-fly auto tagging
Proceedings of the fourth ACM conference on Recommender systems
Eddi: interactive topic-based browsing of social status streams
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Learning semantic features for fMRI data from definitional text
CN '10 Proceedings of the NAACL HLT 2010 First Workshop on Computational Neurolinguistics
Not-so-latent dirichlet allocation: collapsed Gibbs sampling using human judgments
CSLDAMT '10 Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk
LDA based similarity modeling for question answering
SS '10 Proceedings of the NAACL HLT 2010 Workshop on Semantic Search
Experts' retrieval with multiword-enhanced author topic model
SS '10 Proceedings of the NAACL HLT 2010 Workshop on Semantic Search
Cross-lingual keyword recommendation using latent topics
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems
G-Finder: routing programming questions closer to the experts
Proceedings of the ACM international conference on Object oriented programming systems languages and applications
A Combination Approach to Web User Profiling
ACM Transactions on Knowledge Discovery from Data (TKDD)
Modeling Social Annotation: A Bayesian Approach
ACM Transactions on Knowledge Discovery from Data (TKDD)
A Bayesian framework for image segmentation with spatially varying mixtures
IEEE Transactions on Image Processing
Holistic sentiment analysis across languages: multilingual supervised latent Dirichlet allocation
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Summarizing contrastive viewpoints in opinionated text
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Crouching Dirichlet, hidden Markov model: unsupervised POS tagging with context local tag generation
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Evaluating models of latent document semantics in the presence of OCR errors
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Translingual document representations from discriminative projections
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Automatic keyphrase extraction via topic decomposition
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Exploiting conversation structure in unsupervised topic segmentation for emails
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Word sense induction & disambiguation using hierarchical random graphs
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Measuring distributional similarity in context
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
A latent variable model for geographic lexical variation
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Decomposing background topics from keywords by principal component pursuit
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Document allocation policies for selective searching of distributed indexes
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Travel route recommendation using geotags in photo sharing sites
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Who should I cite: learning literature search models from citation behavior
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Two-tier similarity model for story link detection
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Collaborative future event recommendation
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Automatically suggesting topics for augmenting text documents
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Multi-document topic segmentation
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Clickthrough-based translation models for web search: from word models to phrase models
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
OpinionIt: a text mining system for cross-lingual opinion analysis
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Ranking social bookmarks using topic models
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Generating advertising keywords from video content
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Selecting keywords for content based recommendation
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Community-based topic modeling for social tagging
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
PTM: probabilistic topic mapping model for mining parallel document collections
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Exploiting user interests for collaborative filtering: interests expansion via personalized ranking
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Context modeling for ranking and tagging bursty features in text streams
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Discovery of numerous specific topics via term co-occurrence analysis
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Towards query log based personalization using topic models
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Collaboration analytics: mining work patterns from collaboration activities
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
TC-DCA: a system for text classification based on document's content allocation
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Discovering users' topics of interest on twitter: a first look
AND '10 Proceedings of the fourth workshop on Analytics for noisy unstructured text data
Exploiting tag and word correlations for improved webpage clustering
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
Characterization of the twitter @replies network: are user ties social or topical?
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
A coarse-to-fine framework to efficiently thwart plagiarism
Pattern Recognition
Measuring the interestingness of articles in a limited user environment
Information Processing and Management: an International Journal
Fusing semantic aspects for image annotation and retrieval
Journal of Visual Communication and Image Representation
Finding the storyteller: automatic spoiler tagging using linguistic cues
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Automatic generation of inter-passage links based on semantic similarity
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Exploring variations across biomedical subdomains
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Grouping product features using semi-supervised learning with soft-constraints
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
A new approach to cross-modal multimedia retrieval
Proceedings of the international conference on Multimedia
Explicit and implicit concept-based video retrieval with bipartite graph propagation model
Proceedings of the international conference on Multimedia
Kodak moments and Flickr diamonds: how users shape large-scale media
Proceedings of the international conference on Multimedia
Multimodal location estimation
Proceedings of the international conference on Multimedia
Human action recognition using key points displacement
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Video topic modelling with behavioural segmentation
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
Hyper-community detection in the blogosphere
Proceedings of second ACM SIGMM workshop on Social media
Topic tracking language model for speech recognition
Computer Speech and Language
Proceedings of the 16th ACM international conference on Supporting group work
Language models for XML element retrieval
INEX'09 Proceedings of the Focused retrieval and evaluation, and 8th international conference on Initiative for the evaluation of XML retrieval
CorrRank: update summarization based on topic correlation analysis
ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
Static preference models for options with dynamic extent
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Multi-context systems with activation rules
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Learning the importance of latent topics to discover highly influential news items
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Survey on social tagging techniques
ACM SIGKDD Explorations Newsletter
A neuro-oncology workstation for structuring, modeling, and visualizing patient records
Proceedings of the 1st ACM International Health Informatics Symposium
Predicting best answerers for new questions in community question answering
WAIM'10 Proceedings of the 11th international conference on Web-age information management
The impact of valence shifters on mining implicit economic opinions
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Bayesian joint optimization for topic model and clustering
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Finding research community in collaboration network with expertise profiling
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Non-parametric mixture models for clustering
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Analysis of computer science communities based on DBLP
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Attribute-based transfer learning for object categorization with zero/one training example
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Image segmentation with topic random field
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Figure-ground image segmentation helps weakly-supervised learning of objects
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Learning to tag from open vocabulary labels
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Topic modeling for personalized recommendation of volatile items
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Discovering routines from large-scale human locations using probabilistic topic models
ACM Transactions on Intelligent Systems and Technology (TIST)
Topic models conditioned on relations
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Nonparametric Bayesian clustering ensembles
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Information Systems Frontiers
Journal of Artificial Intelligence Research
Using biased discriminant analysis for email filtering
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
The organization of mobile personal lifelog by activity
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Soft-constraint based online LDA for community recommendation
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Variational inference with graph regularization for image annotation
ACM Transactions on Intelligent Systems and Technology (TIST)
Collection-based sparse label propagation and its application on social group suggestion from photos
ACM Transactions on Intelligent Systems and Technology (TIST)
By their apps you shall understand them: mining large-scale patterns of mobile phone usage
Proceedings of the 9th International Conference on Mobile and Ubiquitous Multimedia
An architecture for parallel topic models
Proceedings of the VLDB Endowment
Confucius and its intelligent disciples: integrating social with search
Proceedings of the VLDB Endowment
Automatic tag recommendation algorithms for social recommender systems
ACM Transactions on the Web (TWEB)
Semantic multi-grain mixture topic model for text analysis
Expert Systems with Applications: An International Journal
Modeling continuous visual features for semantic image annotation and retrieval
Pattern Recognition Letters
Symptom-based problem determination using log data abstraction
Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research
Unsupervised discovery of activity correlations using latent topic models
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Large scale visual classification via learned dictionaries and sparse representation
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Using related queries to improve web search results ranking
SPIRE'10 Proceedings of the 17th international conference on String processing and information retrieval
A new bigram-PLSA language model for speech recognition
EURASIP Journal on Advances in Signal Processing
A tag-topic model for blog mining
Expert Systems with Applications: An International Journal
Investigating retrieval performance with manually-built topic models
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
#TwitterSearch: a comparison of microblog search and web search
Proceedings of the fourth ACM international conference on Web search and data mining
Identifying topical authorities in microblogs
Proceedings of the fourth ACM international conference on Web search and data mining
Trend analysis model: trend consists of temporal words, topics, and timestamps
Proceedings of the fourth ACM international conference on Web search and data mining
Clustering product features for opinion mining
Proceedings of the fourth ACM international conference on Web search and data mining
Cross lingual text classification by mining multilingual topics from wikipedia
Proceedings of the fourth ACM international conference on Web search and data mining
Improving social bookmark search using personalised latent variable language models
Proceedings of the fourth ACM international conference on Web search and data mining
Large-scale hierarchical text classification without labelled data
Proceedings of the fourth ACM international conference on Web search and data mining
Citation recommendation without author supervision
Proceedings of the fourth ACM international conference on Web search and data mining
Normalizing web product attributes and discovering domain ontology with minimal effort
Proceedings of the fourth ACM international conference on Web search and data mining
Aspect and sentiment unification model for online review analysis
Proceedings of the fourth ACM international conference on Web search and data mining
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Deriving implicit user feedback from partial URLs for effective web page retrieval
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Visual topic model for web image annotation
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Building descriptive and discriminative visual codebook for large-scale image applications
Multimedia Tools and Applications
Topic-based social network analysis for virtual communities of interests in the Dark Web
ACM SIGKDD Workshop on Intelligence and Security Informatics
A novel text classification approach based on deep belief network
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Post-based collaborative filtering for personalized tag recommendation
Proceedings of the 2011 iConference
Information at your fingertips: contextual IR in enterprise email
Proceedings of the 16th international conference on Intelligent user interfaces
Summarizing tourist destinations by mining user-generated travelogues and photos
Computer Vision and Image Understanding
Document clustering using synthetic cluster prototypes
Data & Knowledge Engineering
Topic models for meaning similarity in context
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Learning summary content units with topic modeling
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Local space-time smoothing for version controlled documents
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Best topic word selection for topic labelling
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Dimensionality reduction for text using domain knowledge
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Streaming cross document entity coreference resolution
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Bridging topic modeling and personalized search
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Citation author topic model in expert search
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Automatic generation of semantic fields for annotating web images
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Dual-space re-ranking model for document retrieval
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Exploiting probabilistic topic models to improve text categorization under class imbalance
Information Processing and Management: an International Journal
Which clustering do you want? inducing your ideal clustering with minimal feedback
Journal of Artificial Intelligence Research
Multiple hypergraph clustering of web images by mining Word2Image correlations
Journal of Computer Science and Technology
Topic-based user segmentation for online advertising with latent dirichlet allocation
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Regularized semi-supervised latent dirichlet allocation for visual concept learning
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Wikipedia based news video topic modeling for information extraction
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Covariance in Unsupervised Learning of Probabilistic Grammars
The Journal of Machine Learning Research
Logistic Stick-Breaking Process
The Journal of Machine Learning Research
PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing
ACM Transactions on Intelligent Systems and Technology (TIST)
Unsupervised action classification using space-time link analysis
Journal on Image and Video Processing
Exploiting Textons distributions on spatial hierarchy for scene classification
Journal on Image and Video Processing - Special issue on selected papers from multimedia modeling conference 2009
Smart news feeds for social networks using scalable joint latent factor models
Proceedings of the 20th international conference companion on World wide web
Investigating topic models for social media user recommendation
Proceedings of the 20th international conference companion on World wide web
ReadAlong: reading articles and comments together
Proceedings of the 20th international conference companion on World wide web
A non-syntactic approach for text sentiment classification with stopwords
Proceedings of the 20th international conference companion on World wide web
Learning to model relatedness for news recommendation
Proceedings of the 20th international conference on World wide web
Search result diversity for informational queries
Proceedings of the 20th international conference on World wide web
Geographical topic discovery and comparison
Proceedings of the 20th international conference on World wide web
The web of topics: discovering the topology of topic evolution in a corpus
Proceedings of the 20th international conference on World wide web
Unified analysis of streaming news
Proceedings of the 20th international conference on World wide web
Towards semantic knowledge propagation from text corpus to web images
Proceedings of the 20th international conference on World wide web
Like like alike: joint friendship and interest propagation in social networks
Proceedings of the 20th international conference on World wide web
Spam detection in online classified advertisements
Proceedings of the 2011 Joint WICOW/AIRWeb Workshop on Web Quality
SBP'11 Proceedings of the 4th international conference on Social computing, behavioral-cultural modeling and prediction
Toward predicting popularity of social marketing messages
SBP'11 Proceedings of the 4th international conference on Social computing, behavioral-cultural modeling and prediction
A multi-view approach for term translation spotting
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Topic chains for understanding a news corpus
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Improving text segmentation with non-systematic semantic relation
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
An analysis of perspectives in interactive settings
Proceedings of the First Workshop on Social Media Analytics
Empirical study of topic modeling in Twitter
Proceedings of the First Workshop on Social Media Analytics
Modeling the evolution of discussion topics and communication to improve relational classification
Proceedings of the First Workshop on Social Media Analytics
Topic-based social network analysis for virtual communities of interests in the dark web
ACM SIGKDD Explorations Newsletter
Online learning for PLSA-based visual recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Identifying surprising events in videos using bayesian topic models
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
A temporal latent topic model for facial expression recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Morpheus: a deep web question answering system
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Rational Research model for ranking semantic entities
Information Sciences: an International Journal
Mixed-membership naive Bayes models
Data Mining and Knowledge Discovery
Foundations and Trends in Information Retrieval
Foundations and Trends in Information Retrieval
Modeling reciprocity in social interactions with probabilistic latent space models
Natural Language Engineering
Region Contextual Visual Words for scene categorization
Expert Systems with Applications: An International Journal
Integrated image representation based natural scene classification
Expert Systems with Applications: An International Journal
Speak little and well: recommending conversations in online social streams
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Context stamp: a topic-based content abstraction for visual concordance analysis
CHI '11 Extended Abstracts on Human Factors in Computing Systems
COMPUTE '11 Proceedings of the Fourth Annual ACM Bangalore Conference
Aspect-based extractive summarization of online reviews
Proceedings of the 2011 ACM Symposium on Applied Computing
Hierarchical comments-based clustering
Proceedings of the 2011 ACM Symposium on Applied Computing
Security versus performance bugs: a case study on Firefox
Proceedings of the 8th Working Conference on Mining Software Repositories
How do developers blog?: an exploratory study
Proceedings of the 8th Working Conference on Mining Software Repositories
Automated topic naming to support cross-project analysis of software maintenance activities
Proceedings of the 8th Working Conference on Mining Software Repositories
Modeling the evolution of topics in source code histories
Proceedings of the 8th Working Conference on Mining Software Repositories
What topics do Firefox and Chrome contributors discuss?
Proceedings of the 8th Working Conference on Mining Software Repositories
Topic-based defect prediction (NIER track)
Proceedings of the 33rd International Conference on Software Engineering
Mining software repositories using topic models
Proceedings of the 33rd International Conference on Software Engineering
A neural network for text representation
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Semantic web and language resources for e-government: linguistically motivated data mining
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Clustering weblogs on the basis of a topic detection method
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Modeling multiple users' purchase over a single account for collaborative filtering
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Consistent visual words mining with adaptive sampling
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Content redundancy in YouTube and its application to video tagging
ACM Transactions on Information Systems (TOIS)
Customer segmentation of multiple category data in e-commerce using a soft-clustering approach
Electronic Commerce Research and Applications
Personalised rating prediction for new users using latent factor models
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Exploiting explicit semantics-based grouping for author interest finding
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Web user profiling on proxy logs and its evaluation in personalization
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
User-related tag expansion for web document clustering
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Comparing twitter and traditional media using topic models
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Domain adaptation for text categorization by feature labeling
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
ATTention: understanding authors and topics in context of temporal evolution
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Audio lifelog search system using a topic model for reducing recognition errors
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
Word order matters: measuring topic coherence with lexical argument structure
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
On identifying academic homepages for digital libraries
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Event detection with spatial latent Dirichlet allocation
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Are learned topics more useful than subject headings
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Applying a dynamic threshold to improve cluster detection of LSI
Science of Computer Programming
Latent visual context learning for web image applications
Pattern Recognition
Summarizing textual information about locations
Proceedings of the 2nd International Conference on Computing for Geospatial Research & Applications
Dimensionality reduction for blog tag mining
International Journal of Web Engineering and Technology
A latent topic extracting method based on events in a document and its application
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Semantics extraction from images
Knowledge-driven multimedia information extraction and ontology evolution
Ontology population and enrichment: state of the art
Knowledge-driven multimedia information extraction and ontology evolution
A visual approach to text corpora comparison
Proceedings of the first international workshop on Intelligent visual interfaces for text analysis
Visual content correlation analysis
Proceedings of the first international workshop on Intelligent visual interfaces for text analysis
Automatically extracting polarity-bearing topics for cross-domain sentiment classification
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Learning word vectors for sentiment analysis
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Discovery of topically coherent sentences for extractive summarization
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Template-based information extraction without the templates
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Disentangling chat with local coherence models
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Structural topic model for latent topical structure analysis
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Automatic labelling of topic models
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Effective measures of domain similarity for parsing
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Structured composition of semantic vectors
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
Towards tracking semantic change by visual analytics
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Identifying word translations from comparable corpora using latent topic models
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Automatic assessment of coverage quality in intelligence reports
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Interactive group suggesting for Twitter
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
A hierarchical model of web summaries
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Entity set expansion using topic information
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
MPI/OpenMP hybrid parallel inference for Latent Dirichlet Allocation
Proceedings of the Third Workshop on Large Scale Data Mining: Theory and Applications
The detection of scene features in Flickr
ICWL'10 Proceedings of the 2010 international conference on New horizons in web-based learning
Modeling and discovering occupancy patterns in sensor networks using latent dirichlet allocation
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
On inferring image label information using rank minimization for supervised concept embedding
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
SCENE: a scalable two-stage personalized news recommendation system
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Who should share what?: item-level social influence prediction for users and posts ranking
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Mining tags using social endorsement networks
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Mining topics on participations for community discovery
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Query by document via a decomposition-based two-level retrieval approach
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Handling data sparsity in collaborative filtering using emotion and semantic based features
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Clickthrough-based latent semantic models for web search
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Regularized latent semantic indexing
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Ranking related news predictions
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Improved video categorization from text metadata and user comments
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Recommending ephemeral items at web scale
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Collective topic modeling for heterogeneous networks
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
"All-about" diaries: concepts and experiences
Proceedings of the 5th International Conference on Communication System Software and Middleware
Identifying aspects for web-search queries
Journal of Artificial Intelligence Research
High-order co-clustering text data on semantics-based representation model
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Constrained LDA for grouping product features in opinion mining
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Semantic dependent word pairs generative model for fine-grained product feature mining
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Topic analysis of web user behavior using LDA model on proxy logs
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Knowledge transfer across multilingual corpora via latent topics
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Language models as representations for weakly-supervised NLP tasks
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Automatic keyphrase extraction by bridging vocabulary gap
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Authorship attribution with latent Dirichlet allocation
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Learning discriminative projections for text similarity measures
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Summarizing decisions in spoken meetings
WASDGML '11 Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages
WikiTopics: what is popular on Wikipedia and why
WASDGML '11 Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages
Scalable distributed inference of dynamic user interests for behavioral targeting
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Multiple domain user personalization
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
User reputation in a comment rating environment
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Linear scale semantic mining algorithms in microsoft SQL server's semantic platform
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Detecting adversarial advertisements in the wild
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Democrats, republicans and starbucks afficionados: user classification in twitter
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Collaborative topic modeling for recommending scientific articles
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Partially labeled topic models for interpretable text mining
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Conditional topical coding: an efficient topic model conditioned on rich features
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Tracking trends: incorporating term volume into temporal topic models
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Latent topic feedback for information retrieval
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Latent aspect rating analysis without aspect keyword supervision
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
LikeMiner: a system for mining the power of 'like' in social media networks
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
A time-dependent topic model for multiple text streams
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Content-driven trust propagation framework
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Entity disambiguation with hierarchical topic models
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining partially annotated images
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Ontology enhancement and concept granularity learning: keeping yourself current and adaptive
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Probabilistic topic models with biased propagation on heterogeneous information networks
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Proximal Methods for Hierarchical Sparse Coding
The Journal of Machine Learning Research
Producing Power-Law Distributions and Damping Word Frequencies with Two-Stage Language Models
The Journal of Machine Learning Research
What pushes their buttons?: predicting comment polarity from the content of political blog posts
LSM '11 Proceedings of the Workshop on Languages in Social Media
A joint model of implicit arguments for nominal predicates
RELMS '11 Proceedings of the ACL 2011 Workshop on Relational Models of Semantics
Pervasive sensing to model political opinions in face-to-face networks
Pervasive'11 Proceedings of the 9th international conference on Pervasive computing
Latent clustering on graphs with multiple edge types
WAW'11 Proceedings of the 8th international conference on Algorithms and models for the web graph
Developing a user recommendation engine on twitter using estimated latent topics
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: design and development approaches - Volume Part I
Multivariate prediction for learning on the semantic web
ILP'10 Proceedings of the 20th international conference on Inductive logic programming
Predicting friendship links in social networks using a topic modeling approach
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
A supervised topic transition model for detecting malicious system call sequences
Proceedings of the 2011 workshop on Knowledge discovery, modeling and simulation
Proceedings of the 2011 workshop on Data mining for medicine and healthcare
Quantifying fine-grained privacy risk and representativeness in medical data
Proceedings of the 2011 workshop on Data mining for medicine and healthcare
Using a Wikipedia-based semantic relatedness measure for document clustering
TextGraphs-6 Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing
Optimizing enterprise search by automatically relating user context to textual document content
i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies
Socially mediated technology awareness
Proceedings of the 4th international workshop on Social software engineering
Fuzzy set and cache-based approach for bug triaging
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
Location-based topic evolution
Proceedings of the 1st international workshop on Mobile location-based service
Workflow-based assessment of student online activities with topic and dialogue role classification
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
Classification techniques for assessing student collaboration in shared wiki spaces
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
Scene categorization using topic model based hierarchical conditional random fields
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Bayesian compressive sensing for cluster structured sparse signals
Signal Processing
P2Prec: a P2P recommendation system for large-scale data sharing
Transactions on large-scale data- and knowledge-centered systems III
Bayesian nonparametric modeling of user activities
Proceedings of the 2011 international workshop on Trajectory data mining and analysis
Locally discriminative topic modeling
Pattern Recognition
A weighted multi-factor algorithm for microblog search
AMT'11 Proceedings of the 7th international conference on Active media technology
An analysis of probabilistic methods for top-N recommendation in collaborative filtering
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Sampling table configurations for the hierarchical poisson-dirichlet process
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Typology of mixed-membership models: towards a design method
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Larger residuals, less work: active document scheduling for latent dirichlet allocation
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Acquiring competitive intelligence from social media
Proceedings of the 2011 Joint Workshop on Multilingual OCR and Analytics for Noisy Unstructured Text Data
Probabilistic document model for automated document composition
Proceedings of the 11th ACM symposium on Document engineering
Topic-based ranking in Folksonomy via probabilistic model
Artificial Intelligence Review
Community assessment using evidence networks
MSM'10/MUSE'10 Proceedings of the 2010 international conference on Analysis of social media and ubiquitous data
A multi-collection latent topic model for federated search
Information Retrieval
Towards hierarchical context: unfolding visual community potential for interactive video retrieval
Multimedia Tools and Applications
Human behavior clustering for anomaly detection
Frontiers of Computer Science in China
Who is Doing What and When: Social Map-Based Recommendation for Content-Centric Social Web Sites
ACM Transactions on Intelligent Systems and Technology (TIST)
Group Profiling for Understanding Social Structures
ACM Transactions on Intelligent Systems and Technology (TIST)
Trajectory Analysis and Semantic Region Modeling Using Nonparametric Hierarchical Bayesian Models
International Journal of Computer Vision
On domain independence of author identification
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
SCENT: Scalable compressed monitoring of evolving multirelational social networks
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Browse by chunks: Topic mining and organizing on web-scale social media
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Using statistical topic models to organize and visualize large-scale architectural image databases
ACM SIGGRAPH 2011 Posters
Hierarchical task instance mining in interaction histories
Proceedings of the 29th ACM international conference on Design of communication
Information market based recommender systems fusion
Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Learning multiple models for exploiting predictive heterogeneity in recommender systems
Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Metadata enrichment via topic models for author name disambiguation
NLP4DL'09/AT4DL'09 Proceedings of the 2009 international conference on Advanced language technologies for digital libraries
BPM'11 Proceedings of the 9th international conference on Business process management
Trading spaces: on the lore and limitations of latent semantic analysis
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
Quantum latent semantic analysis
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
A query performance analysis for result diversification
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
Topic-based recommendations for enterprise 2.0 resource sharing platforms
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
A framework for a fuzzy matching between multiple domain ontologies
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Autonomous and adaptive identification of topics in unstructured text
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Latent topic models of surface syntactic information
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
Helping users sort faster with adaptive machine learning recommendations
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
Generating example contexts to illustrate a target word sense
IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications
Modeling item selection and relevance for accurate recommendations: a bayesian approach
Proceedings of the fifth ACM conference on Recommender systems
A generalized stochastic block model for recommendation in social rating networks
Proceedings of the fifth ACM conference on Recommender systems
Social link recommendation by learning hidden topics
Proceedings of the fifth ACM conference on Recommender systems
LOGO: a long-short user interest integration in personalized news recommendation
Proceedings of the fifth ACM conference on Recommender systems
Unsupervised segmentation of bibliographic elements with latent permutations
WISS'10 Proceedings of the 2010 international conference on Web information systems engineering
DTTM: a discriminative temporal topic model for facial expression recognition
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Unsupervised auto-tagging for learning object enrichment
EC-TEL'11 Proceedings of the 6th European conference on Technology enhanced learning: towards ubiquitous learning
Multi-aspect Blog sentiment analysis based on LDA topic model and hownet lexicon
WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part II
Hybrid generative-discriminative nucleus classification of renal cell carcinoma
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Topic modeling of freelance job postings to monitor web service abuse
Proceedings of the 4th ACM workshop on Security and artificial intelligence
Extracting significant Website Key Objects: A Semantic Web mining approach
Engineering Applications of Artificial Intelligence
A multi-layer text classification framework based on two-level representation model
Expert Systems with Applications: An International Journal
What is the basic semantic unit of Chinese language? a computational approach based on topic models
MOL'11 Proceedings of the 12th biennial conference on The mathematics of language
MEI: mutual enhanced infinite generative model for simultaneous community and topic detection
DS'11 Proceedings of the 14th international conference on Discovery science
DS'11 Proceedings of the 14th international conference on Discovery science
A statistical model for topically segmented documents
DS'11 Proceedings of the 14th international conference on Discovery science
Text clustering based on granular computing and wikipedia
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
A spectral analysis approach for social media community detection
SocInfo'11 Proceedings of the Third international conference on Social informatics
Prediction of age, sentiment, and connectivity from social media text
WISE'11 Proceedings of the 12th international conference on Web information system engineering
Extracting insights from social media with large-scale matrix approximations
IBM Journal of Research and Development
Slovak Blog Clustering Enhanced by Mining the Web Comments
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Enhancing Community Discovery and Characterization in VCoP Using Topic Models
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Leveraging Social Network Analysis with Topic Models and the Semantic Web
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Diversifying Product Review Rankings: Getting the Full Picture
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A Twofold-LDA Model for Customer Review Analysis
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Dynamically Modeling Semantic Dependencies in Web Forum Threads
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Discovering User Interest on Twitter with a Modified Author-Topic Model
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
ImpactWheel: Visual Analysis of the Impact of Online News
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Space-time dynamics of topics in streaming text
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Extracting urban patterns from location-based social networks
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Searching microblogs: coping with sparsity and document quality
Proceedings of the 20th ACM international conference on Information and knowledge management
Proceedings of the 20th ACM international conference on Information and knowledge management
Factorization-based lossless compression of inverted indices
Proceedings of the 20th ACM international conference on Information and knowledge management
Sentiment classification based on supervised latent n-gram analysis
Proceedings of the 20th ACM international conference on Information and knowledge management
Legal document clustering with built-in topic segmentation
Proceedings of the 20th ACM international conference on Information and knowledge management
Exploring categorization property of social annotations for information retrieval
Proceedings of the 20th ACM international conference on Information and knowledge management
Using query log and social tagging to refine queries based on latent topics
Proceedings of the 20th ACM international conference on Information and knowledge management
Proceedings of the 20th ACM international conference on Information and knowledge management
Learning to rank audience for behavioral targeting in display ads
Proceedings of the 20th ACM international conference on Information and knowledge management
Evaluating an associative browsing model for personal information
Proceedings of the 20th ACM international conference on Information and knowledge management
Bayesian latent variable models for collaborative item rating prediction
Proceedings of the 20th ACM international conference on Information and knowledge management
Emerging topic detection using dictionary learning
Proceedings of the 20th ACM international conference on Information and knowledge management
From names to entities using thematic context distance
Proceedings of the 20th ACM international conference on Information and knowledge management
Accounting for data dependencies within a hierarchical dirichlet process mixture model
Proceedings of the 20th ACM international conference on Information and knowledge management
A cross-domain adaptation method for sentiment classification using probabilistic latent analysis
Proceedings of the 20th ACM international conference on Information and knowledge management
Extracting multi-dimensional relations: a generative model of groups of entities in a corpus
Proceedings of the 20th ACM international conference on Information and knowledge management
Studying how the past is remembered: towards computational history through large scale text mining
Proceedings of the 20th ACM international conference on Information and knowledge management
Citation count prediction: learning to estimate future citations for literature
Proceedings of the 20th ACM international conference on Information and knowledge management
Simultaneous joint and conditional modeling of documents tagged from two perspectives
Proceedings of the 20th ACM international conference on Information and knowledge management
Diverse retrieval via greedy optimization of expected 1-call@k in a latent subtopic relevance model
Proceedings of the 20th ACM international conference on Information and knowledge management
Topic modeling for named entity queries
Proceedings of the 20th ACM international conference on Information and knowledge management
Collaborative exploratory search in real-world context
Proceedings of the 20th ACM international conference on Information and knowledge management
Attention prediction on social media brand pages
Proceedings of the 20th ACM international conference on Information and knowledge management
Latent feature encoding using dyadic and relational data
Proceedings of the 20th ACM international conference on Information and knowledge management
Towards expert finding by leveraging relevant categories in authority ranking
Proceedings of the 20th ACM international conference on Information and knowledge management
More influence means less work: fast latent dirichlet allocation by influence scheduling
Proceedings of the 20th ACM international conference on Information and knowledge management
Towards noise-resilient document modeling
Proceedings of the 20th ACM international conference on Information and knowledge management
Domain customization for aspect-oriented opinion analysis with multi-level latent sentiment clues
Proceedings of the 20th ACM international conference on Information and knowledge management
Annotating knowledge work lifelog: term extraction from sensor and operation history
Proceedings of the 20th ACM international conference on Information and knowledge management
P2Prec: a social-based P2P recommendation system
Proceedings of the 20th ACM international conference on Information and knowledge management
PCA document reconstruction for email classification
Computational Statistics & Data Analysis
A hierarchical latent topic model based on sparse coding
Neurocomputing
Personalized topic-based tag recommendation
Neurocomputing
Neurocomputing
Understanding semantic change of words over centuries
Proceedings of the 2011 international workshop on DETecting and Exploiting Cultural diversiTy on the social web
A multi-level matching method with hybrid similarity for document retrieval
Expert Systems with Applications: An International Journal
Text mining for efficient search and assisted creation of clinical trials
Proceedings of the ACM fifth international workshop on Data and text mining in biomedical informatics
Disambiguation of medline abstracts using topic models
Proceedings of the ACM fifth international workshop on Data and text mining in biomedical informatics
Online conversation mining for author characterization and topic identification
Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management
International Journal of Information and Communication Technology
Discovering multirelational structure in social media streams
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
ImageSense: Towards contextual image advertising
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Text and image subject classifiers: dense works better
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Event analytics via social media
SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access
Social and behavioural media access
SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access
Spectral composition of semantic spaces
QI'11 Proceedings of the 5th international conference on Quantum interaction
Semi-supervised bibliographic element segmentation with latent permutations
ICADL'11 Proceedings of the 13th international conference on Asia-pacific digital libraries: for cultural heritage, knowledge dissemination, and future creation
Mining sentiments from songs using latent dirichlet allocation
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
A stylometric study and assessment of machine translators
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Biclustering of expression microarray data using affinity propagation
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
Renal cancer cell classification using generative embeddings and information theoretic kernels
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
A comparison on score spaces for expression microarray data classification
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
Dirichlet Gaussian mixture model: Application to image segmentation
Image and Vision Computing
Infinite Liouville mixture models with application to text and texture categorization
Pattern Recognition Letters
Topic correlation and individual influence analysis in online forums
Expert Systems with Applications: An International Journal
Detection of cognitive features from web resources in support of cultural modeling and analysis
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes
The Journal of Machine Learning Research
Stochastic modelling of scientific terms distribution in publications
MKM'06 Proceedings of the 5th international conference on Mathematical Knowledge Management
Sequential Modeling of Topic Dynamics with Multiple Timescales
ACM Transactions on Knowledge Discovery from Data (TKDD)
Discriminative Topic Modeling Based on Manifold Learning
ACM Transactions on Knowledge Discovery from Data (TKDD)
Connecting Two (or Less) Dots: Discovering Structure in News Articles
ACM Transactions on Knowledge Discovery from Data (TKDD)
Block clustering with collapsed latent block models
Statistics and Computing
Usercentric Operational Decision Making in Distributed Information Retrieval
Information Systems Research
TopicNets: Visual Analysis of Large Text Corpora with Topic Modeling
ACM Transactions on Intelligent Systems and Technology (TIST)
TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis
ACM Transactions on Intelligent Systems and Technology (TIST)
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Similarity search for multi-dimensional NMR-Spectra of natural products
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Applying latent dirichlet allocation to automatic essay grading
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
On the use of topic models for word completion
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Combinatorial markov random fields
ECML'06 Proceedings of the 17th European conference on Machine Learning
Learning to associate relevant photos to georeferenced textual documents
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Hyperfeatures – multilevel local coding for visual recognition
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
A probabilistic clustering-projection model for discrete data
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Bilingual chunk alignment based on interactional matching and probabilistic latent semantic indexing
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Automated image annotation using global features and robust nonparametric density estimation
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Analyzing entities and topics in news articles using statistical topic models
ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
Analyzing social networks in e-mail with rich syntactic features
ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
Topic modeling on historical newspapers
LaTeCH '11 Proceedings of the 5th ACL-HLT Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
A study of academic collaboration in computational linguistics with latent mixtures of authors
LaTeCH '11 Proceedings of the 5th ACL-HLT Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
Using time topic modeling for semantics-based dynamic research interest finding
Knowledge-Based Systems
Topic oriented community detection through social objects and link analysis in social networks
Knowledge-Based Systems
A probabilistic approach to fraud detection in telecommunications
Knowledge-Based Systems
A possibilistic clustering approach toward generative mixture models
Pattern Recognition
Learning semantic features for action recognition via diffusion maps
Computer Vision and Image Understanding
Public health community mining in YouTube
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
MEDLINE MeSH indexing: lessons learned from machine learning and future directions
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
ASCOT: assisting search and creation of clinical trials
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Making data analysis expertise broadly accessible through workflows
Proceedings of the 6th workshop on Workflows in support of large-scale science
Traffic models for community-based ranking and navigation
WINE'05 Proceedings of the First international conference on Internet and Network Economics
ICA-Based binary feature construction
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
A context-theoretic framework for compositionality in distributional semantics
Computational Linguistics
Auralist: introducing serendipity into music recommendation
Proceedings of the fifth ACM international conference on Web search and data mining
Mining contrastive opinions on political texts using cross-perspective topic model
Proceedings of the fifth ACM international conference on Web search and data mining
On clustering heterogeneous social media objects with outlier links
Proceedings of the fifth ACM international conference on Web search and data mining
Proceedings of the fifth ACM international conference on Web search and data mining
Mining diversity on social media networks
Multimedia Tools and Applications
Mining the interests of Chinese microbloggers via keyword extraction
Frontiers of Computer Science in China
Enriching short text representation in microblog for clustering
Frontiers of Computer Science in China
A framework for evaluating automatic image annotation algorithms
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Tripartite hidden topic models for personalised tag suggestion
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Extracting multilingual topics from unaligned comparable corpora
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Topic adaptation for lecture translation through bilingual latent semantic models
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
Communications of the ACM
Enhancing clinical concept extraction with distributional semantics
Journal of Biomedical Informatics
Automatic categorization of bug reports using latent Dirichlet allocation
Proceedings of the 5th India Software Engineering Conference
Switching and Learning in Feedback Systems
Datasets for generic relation extraction*
Natural Language Engineering
Evaluating unsupervised learning for natural language processing tasks
EMNLP '11 Proceedings of the First Workshop on Unsupervised Learning in NLP
Unsupervised concept annotation using latent Dirichlet allocation and segmental methods
EMNLP '11 Proceedings of the First Workshop on Unsupervised Learning in NLP
Unsupervised name ambiguity resolution using a generative model
EMNLP '11 Proceedings of the First Workshop on Unsupervised Learning in NLP
Classification-based contextual preferences
TIWTE '11 Proceedings of the TextInfer 2011 Workshop on Textual Entailment
GEMS '11 Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Topics modeling based on selective Zipf distribution
Expert Systems with Applications: An International Journal
ITS'10 Proceedings of the 10th international conference on Intelligent Tutoring Systems - Volume Part II
The Egyptian blogosphere: a counter-narrative of the revolution
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
Blogs as a collective war diary
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
Semi-supervised recursive autoencoders for predicting sentiment distributions
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Bayesian checking for topic models
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Optimizing semantic coherence in topic models
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Linear text segmentation using affinity propagation
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A generative model for unsupervised discovery of relations and argument classes from clinical texts
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Exploring supervised lda models for assigning attributes to adjective-noun phrases
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Semantic topic models: combining word distributional statistics and dictionary definitions
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Cache-based document-level statistical machine translation
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Unsupervised learning of selectional restrictions and detection of argument coercions
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Probabilistic models of similarity in syntactic context
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Relation extraction with relation topics
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Structured relation discovery using generative models
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Named entity recognition in tweets: an experimental study
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A simple word trigger method for social tag suggestion
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Information Processing and Management: an International Journal
An extension of the aspect PLSA model to active and semi-supervised learning for text classification
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
A novel object categorization model with implicit local spatial relationship
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Affine invariant topic model for generic object recognition
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Modeling topical trends over continuous time with priors
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Expert Systems with Applications: An International Journal
A study of homophily on social media
World Wide Web
Arabic texts analysis for topic modeling evaluation
Information Retrieval
A non-parametric visual-sense model of images--extending the cluster hypothesis beyond text
Multimedia Tools and Applications
Incremental visual objects clustering with the growing vocabulary tree
Multimedia Tools and Applications
Image similarity: from syntax to weak semantics
Multimedia Tools and Applications
Computational historiography: Data mining in a century of classics journals
Journal on Computing and Cultural Heritage (JOCCH)
Video fingerprinting using Latent Dirichlet Allocation and facial images
Pattern Recognition
Supervised input space scaling for non-negative matrix factorization
Signal Processing
Computers in Biology and Medicine
Salient feature selection for visual concept learning
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Incorporating spatial correlogram into bag-of-features model for scene categorization
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Combining wikipedia-based concept models for cross-language retrieval
IRFC'10 Proceedings of the First international Information Retrieval Facility conference on Adbances in Multidisciplinary Retrieval
Exploiting text-rich descriptions for faceted discovery of web resources
Proceedings of the 4th International Workshop on Semantic Web Applications and Tools for the Life Sciences
A latent model for collaborative filtering
International Journal of Approximate Reasoning
Human action recognition using HDP by integrating motion and location information
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Literature search through mixed-membership community discovery
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
COLBERT: a scoring based graphical model for expert identification
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Learning to rank documents using similarity information between objects
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
News thread extraction based on topical n-gram model with a background distribution
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Feature reduction using a topic model for the prediction of type III secreted effectors
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Taxonomic semantic indexing for textual case-based reasoning
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
On finding the natural number of topics with latent dirichlet allocation: some observations
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Supervising latent topic model for maximum-margin text classification and regression
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Sentiment-Preserving reduction for social media analysis
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Human behavior understanding for inducing behavioral change: application perspectives
HBU'11 Proceedings of the Second international conference on Human Behavior Unterstanding
Comparison of feature-level learning methods for mining online consumer reviews
Expert Systems with Applications: An International Journal
User-oriented ontology-based clustering of stored memories
Expert Systems with Applications: An International Journal
Using latent topics to enhance search and recommendation in Enterprise Social Software
Expert Systems with Applications: An International Journal
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Constructing visual models with a latent space approach
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Topic discovery and topic-driven clustering for audit method datasets
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
Incorporating Sentiment Prior Knowledge for Weakly Supervised Sentiment Analysis
ACM Transactions on Asian Language Information Processing (TALIP)
Toward a Unified Framework for Standard and Update Multi-Document Summarization
ACM Transactions on Asian Language Information Processing (TALIP)
Proceedings of the 50th Annual Southeast Regional Conference
Collaborative Filtering Recommender Systems
Foundations and Trends in Human-Computer Interaction
Finding experts in tag based knowledge sharing communities
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
Blogger-Link-Topic model for blog mining
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Emotional reactions to real-world events in social networks
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
A knowledge dashboard for manufacturing industries
ESWC'11 Proceedings of the 8th international conference on The Semantic Web
UCNLG+EVAL '11 Proceedings of the UCNLG+Eval: Language Generation and Evaluation Workshop
Unsupervised extraction of template structure in web search queries
Proceedings of the 21st international conference on World Wide Web
Active objects: actions for entity-centric search
Proceedings of the 21st international conference on World Wide Web
Collective context-aware topic models for entity disambiguation
Proceedings of the 21st international conference on World Wide Web
Learning from the past: answering new questions with past answers
Proceedings of the 21st international conference on World Wide Web
Mr. LDA: a flexible large scale topic modeling package using variational inference in MapReduce
Proceedings of the 21st international conference on World Wide Web
User-generated metadata in audio-visual collections
Proceedings of the 21st international conference companion on World Wide Web
TEM: a novel perspective to modeling content onmicroblogs
Proceedings of the 21st international conference companion on World Wide Web
Investigating bias in traditional media through social media
Proceedings of the 21st international conference companion on World Wide Web
Finding expert users in community question answering
Proceedings of the 21st international conference companion on World Wide Web
QAque: faceted query expansion techniques for exploratory search using community QA resources
Proceedings of the 21st international conference companion on World Wide Web
Mining microblogs to infer music artist similarity and cultural listening patterns
Proceedings of the 21st international conference companion on World Wide Web
Large scale microblog mining using distributed MB-LDA
Proceedings of the 21st international conference companion on World Wide Web
A probabilistic topic model with social tags for query reformulation in informational search
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
Cluster ensembles via weighted graph regularized nonnegative matrix factorization
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
Workflow activity monitoring using dynamics of pair-wise qualitative spatial relations
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Cross-language information retrieval with latent topic models trained on a comparable corpus
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
An empirical study of SLDA for information retrieval
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Topic analysis for online reviews with an author-experience-object-topic model
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Sentiment analysis for online reviews using an author-review-object model
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Enhancing architectural recovery using concerns
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
A topic-based approach for narrowing the search space of buggy files from a bug report
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
International Journal of Computer Vision
Discovery of Web user communities and their role in personalization
User Modeling and User-Adapted Interaction
Data Mining and Knowledge Discovery
The optimum clustering framework: implementing the cluster hypothesis
Information Retrieval
Using past-prediction accuracy in recommender systems
Information Sciences: an International Journal
Interpretation and trust: designing model-driven visualizations for text analysis
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Twitter and the development of an audience: those who stay on topic thrive!
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Communications of the ACM
SOFIA SEARCH: a tool for automating related-work search
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
MAQSA: a system for social analytics on news
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Computing a nonnegative matrix factorization -- provably
STOC '12 Proceedings of the forty-fourth annual ACM symposium on Theory of computing
Exploiting Wikipedia for cross-lingual and multilingual information retrieval
Data & Knowledge Engineering
Integer linear programming for Constrained Multi-Aspect Committee Review Assignment
Information Processing and Management: an International Journal
Exploiting the Functional and Taxonomic Structure of Genomic Data by Probabilistic Topic Modeling
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Distributional lexical semantics for stop lists
IRSG'08 Proceedings of the 2008 BCS-IRSG conference on Corpus Profiling
A tool for generating synthetic authorship records for evaluating author name disambiguation methods
Information Sciences: an International Journal
The latent words language model
Computer Speech and Language
Deduced social networks for an educational digital library
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
To better stand on the shoulder of giants
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Similar researcher search in academic environments
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Learning topics and related passages in books
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
An approach of semi-automatic public sentiment analysis for opinion and district
WAIM'11 Proceedings of the 2011 international conference on Web-Age Information Management
LDA-Frames: an unsupervised approach to generating semantic frames
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Feature specific sentiment analysis for product reviews
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
A domain independent framework to extract and aggregate analogous features in online reviews
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Pareto charting using multifield freestyle text data applied to Toyota Camry user reviews
Applied Stochastic Models in Business and Industry
Discovering activity interactions in a single pass over a video stream
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Time-aware visualization of document collections
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Combining topic model and co-author network for KAKEN and DBLP linking
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part III
LDA-Based topic modeling in labeling blog posts with wikipedia entries
APWeb'12 Proceedings of the 14th international conference on Web Technologies and Applications
Representation models for text classification: a comparative analysis over three web document types
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Termite: visualization techniques for assessing textual topic models
Proceedings of the International Working Conference on Advanced Visual Interfaces
Exploration and visualization of administrator network in wikipedia
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
A new approach to answerer recommendation in community question answering services
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Cluster labeling for multilingual scatter/gather using comparable corpora
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Automatic crime prediction using events extracted from twitter posts
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Plink-LDA: using link as prior information in topic modeling
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
HotDigg: finding recent hot topics from digg
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Assessing web article quality by harnessing collective intelligence
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Semi-supervised learning from a translation model between data distributions
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Improving performance of topic models by variable grouping
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
A hidden Markov model variant for sequence classification
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Short text classification improved by learning multi-granularity topics
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Improving topic evaluation using conceptual knowledge
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Entity linking with effective acronym expansion, instance selection and topic modeling
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Fashion coordinates recommender system using photographs from fashion magazines
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Context sensitive topic models for author influence in document networks
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Multi-perspective linking of news articles within a repository
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Short text conceptualization using a probabilistic knowledgebase
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
A wikipedia based semantic graph model for topic tracking in blogosphere
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Interest prediction on multinomial, time-evolving social graphs
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Proceedings of the 17th ACM symposium on Access Control Models and Technologies
Generative Models for Evolutionary Clustering
ACM Transactions on Knowledge Discovery from Data (TKDD)
Video Behaviour Mining Using a Dynamic Topic Model
International Journal of Computer Vision
Exploring probabilistic localized video representation for human action recognition
Multimedia Tools and Applications
Group topic modeling for academic knowledge discovery
Applied Intelligence
Objective function-based clustering
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
A Review of Codebook Models in Patch-Based Visual Object Recognition
Journal of Signal Processing Systems
Analyzing and mining a code search engine usage log
Empirical Software Engineering
Improving search via personalized query expansion using social media
Information Retrieval
Recommending Flickr groups with social topic model
Information Retrieval
Probabilistic semantic component descriptor
Multimedia Tools and Applications
Proceedings of the 2012 Joint EDBT/ICDT Workshops
iVisClustering: An Interactive Visual Document Clustering via Topic Modeling
Computer Graphics Forum
Learning to summarize web image and text mutually
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Joint-rerank: a novel method for image search reranking
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Memory-restricted latent semantic analysis to accumulate term-document co-occurrence events
Pattern Recognition Letters
Screening nonrandomized studies for medical systematic reviews: A comparative study of classifiers
Artificial Intelligence in Medicine
Using computational methods to discover student science conceptions in interview data
Proceedings of the 2nd International Conference on Learning Analytics and Knowledge
Who will be participating next?: predicting the participation of Dark Web community
Proceedings of the ACM SIGKDD Workshop on Intelligence and Security Informatics
Dark Web portal overlapping community detection based on topic models
Proceedings of the ACM SIGKDD Workshop on Intelligence and Security Informatics
EigenBot: foiling spamming botnets with matrix algebra
Proceedings of the ACM SIGKDD Workshop on Intelligence and Security Informatics
The dynamic features of delicious, flickr, and YouTube
Journal of the American Society for Information Science and Technology
Personalized news recommendation: a review and an experimental investigation
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Tag-aware recommender systems: a state-of-the-art survey
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Proceedings of the 34th International Conference on Software Engineering
Semi-automatically extracting FAQs to improve accessibility of software development knowledge
Proceedings of the 34th International Conference on Software Engineering
Inferring developer expertise through defect analysis
Proceedings of the 34th International Conference on Software Engineering
Latent Community Topic Analysis: Integration of Community Discovery with Topic Modeling
ACM Transactions on Intelligent Systems and Technology (TIST)
Latent Geospatial Semantics of Social Media
ACM Transactions on Intelligent Systems and Technology (TIST)
Leveraging Social Bookmarks from Partially Tagged Corpus for Improved Web Page Clustering
ACM Transactions on Intelligent Systems and Technology (TIST)
Recognising speakers from the topics they talk about
Speech Communication
Efficient personalized pagerank with accuracy assurance
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
The contextual focused topic model
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Practical collapsed variational bayes inference for hierarchical dirichlet process
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
TM-LDA: efficient online modeling of latent topic transitions in social media
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering regions of different functions in a city using human mobility and POIs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Fast mining and forecasting of complex time-stamped events
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
A framework for summarizing and analyzing twitter feeds
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Community discovery and profiling with social messages
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Large-scale distributed non-negative sparse coding and sparse dictionary learning
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Transparent user models for personalization
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
ComSoc: adaptive transfer of user behaviors over composite social network
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Estimating conversion rate in display advertising from past erformance data
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining contentions from discussions and debates
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
A probabilistic model for multimodal hash function learning
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Factoring past exposure in display advertising targeting
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Cross-domain collaboration recommendation
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Chromatic correlation clustering
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
PatentMiner: topic-driven patent analysis and mining
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Large-scale learning of word relatedness with constraints
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Latent association analysis of document pairs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
On Learning Conditional Random Fields for Stereo
International Journal of Computer Vision
One-scan rule extraction to explain significant vehicle interactions with guaranteed error value
ACM SIGAPP Applied Computing Review
A term association translation model for naive bayes text classification
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Learning to diversify expert finding with subtopics
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Sequential entity group topic model for getting topic flows of entity groups within one document
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Towards personalized context-aware recommendation by mining context logs through topic models
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Semantic social network analysis with text corpora
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Feature enriched nonparametric bayesian co-clustering
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Experiment explorer: lightweight provenance search over metadata
TaPP'12 Proceedings of the 4th USENIX conference on Theory and Practice of Provenance
Attribute-restricted latent topic model for person re-identification
Pattern Recognition
Combining lexical and structural information for static bug localisation
International Journal of Computer Applications in Technology
Review of statistical network analysis: models, algorithms, and software
Statistical Analysis and Data Mining
Foundations and Trends in Information Retrieval
Information Retrieval on the Blogosphere
Foundations and Trends in Information Retrieval
Multilabel classification with principal label space transformation
Neural Computation
Modeling spatial dependencies and semantic concepts in data mining
Proceedings of the 3rd International Conference on Computing for Geospatial Research and Applications
Evaluation of the music ontology framework
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Characterising emergent semantics in twitter lists
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Context-aware social media recommendation based on potential group
Proceedings of the 1st International Workshop on Context Discovery and Data Mining
A Bayesian modeling approach to multi-dimensional sentiment distributions prediction
Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining
A unified graph model for Chinese product review summarization using richer information
Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining
Retrieving similar discussion forum threads: a structure based approach
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Adaptive diversification of recommendation results via latent factor portfolio
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
An exploration of ranking heuristics in mobile local search
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Group matrix factorization for scalable topic modeling
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Modeling user posting behavior on social media
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Social-network analysis using topic models
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Time-sensitive query auto-completion
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Collaborative personalized tweet recommendation
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Dual role model for question recommendation in community question answering
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Combining implicit and explicit topic representations for result diversification
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Extending BM25 with multiple query operators
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A topic model of clinical reports
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A brief survey of automatic methods for author name disambiguation
ACM SIGMOD Record
Mining complex activities in the wild via a single smartphone accelerometer
Proceedings of the Sixth International Workshop on Knowledge Discovery from Sensor Data
Question routing in community based QA: incorporating answer quality and answer content
Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics
Personalized resource categorisation in folksonomies
Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics
User-sentiment topic model: refining user's topics with sentiment information
Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics
Who tags what?: an analysis framework
Proceedings of the VLDB Endowment
A keyword-topic model for contextual advertising
Proceedings of the Third Symposium on Information and Communication Technology
Fitting distal limb segments for accurate skeletonization in human action recognition
Journal of Ambient Intelligence and Smart Environments
Experimental analysis on cross domain preferences association and rating prediction
Proceedings of the 1st International Workshop on Cross Domain Knowledge Discovery in Web and Social Network Mining
Duplicate bug report detection with a combination of information retrieval and topic modeling
Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering
Discovering K web user groups with specific aspect interests
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Multi-label image annotation based on neighbor pair correlation chain
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Credit Rating Change Modeling Using News and Financial Ratios
ACM Transactions on Management Information Systems (TMIS)
Say Anything: Using Textual Case-Based Reasoning to Enable Open-Domain Interactive Storytelling
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
A hybrid semi-supervised topic model
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Online bayesian inference for the parameters of PRISM programs
ILP'11 Proceedings of the 21st international conference on Inductive Logic Programming
DRETOM: developer recommendation based on topic models for bug resolution
Proceedings of the 8th International Conference on Predictive Models in Software Engineering
An automated vision based on-line novel percept detection method for a mobile robot
Robotics and Autonomous Systems
Review quality aware collaborative filtering
Proceedings of the sixth ACM conference on Recommender systems
Context-aware music recommendation based on latenttopic sequential patterns
Proceedings of the sixth ACM conference on Recommender systems
Recommending academic papers via users' reading purposes
Proceedings of the sixth ACM conference on Recommender systems
Learning observation models for dialogue POMDPs
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Multi-dimensional analysis of political documents
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
Supervised HDP using prior knowledge
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Automatically characterizing places with opportunistic crowdsensing using smartphones
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Improving location prediction services for new users with probabilistic latent semantic analysis
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Beyond "local", "categories" and "friends": clustering foursquare users with latent "topics"
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Exploring trajectory-driven local geographic topics in foursquare
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Reconstructing experiences with iScale
International Journal of Human-Computer Studies
A scalable distributed syntactic, semantic, and lexical language model
Computational Linguistics
Translation techniques in cross-language information retrieval
ACM Computing Surveys (CSUR)
Tracking Twitter for epidemic intelligence: case study: EHEC/HUS outbreak in Germany, 2011
Proceedings of the 3rd Annual ACM Web Science Conference
TweetLDA: supervised topic classification and link prediction in Twitter
Proceedings of the 3rd Annual ACM Web Science Conference
Incorporating lexical priors into topic models
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
DualSum: a topic-model based approach for update summarization
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
User participation prediction in online forums
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Word sense induction for novel sense detection
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Multiple narrative disentanglement: unraveling Infinite Jest
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Hello, who is calling?: can words reveal the social nature of conversations?
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
How text segmentation algorithms gain from topic models
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Identifying comparable corpora using LDA
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Learning from bullying traces in social media
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Shared components topic models
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Textual predictors of bill survival in congressional committees
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Using probabilistic generative models for ranking risks of Android apps
Proceedings of the 2012 ACM conference on Computer and communications security
Allocating images and selecting image collections for distributed visual search
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Social and algorithmic issues in business support: SAIBS 2012
ACM SIGSOFT Software Engineering Notes
Labeled topic detection of open source software from mining mass textual project profiles
Proceedings of the First International Workshop on Software Mining
Data-to-model: a mixed initiative approach for rapid ethnographic assessment
Computational & Mathematical Organization Theory
SurfShop: combing a product ontology with topic model results for online window-shopping
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstration Session
Reranking web search results for diversity
Information Retrieval
Stel Component Analysis: Joint Segmentation, Modeling and Recognition of Objects Classes
International Journal of Computer Vision
Unsupervised disambiguation of image captions
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Selecting corpus-semantic models for neurolinguistic decoding
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Modelling selectional preferences in a lexical hierarchy
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Unsupervised induction of a syntax-semantics lexicon using iterative refinement
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
A simple unsupervised latent semantics based approach for sentence similarity
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
PathRank: Ranking nodes on a heterogeneous graph for flexible hybrid recommender systems
Expert Systems with Applications: An International Journal
Argument formation in the reasoning process: toward a generic model of deception detection
EACL 2012 Proceedings of the Workshop on Computational Approaches to Deception Detection
Lexical semantics and distribution of suffixes: a visual analysis
EACL 2012 Proceedings of the EACL 2012 Joint Workshop of LINGVIS & UNCLH
Linking speaking and looking behavior patterns with group composition, perception, and performance
Proceedings of the 14th ACM international conference on Multimodal interaction
Concept-relational text clustering
International Journal of Intelligent Systems
Proceedings of the 17th ACM international conference on Supporting group work
Journal of the American Society for Information Science and Technology
Is that scene dangerous?: transferring knowledge over a video stream
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Intent-aware temporal query modeling for keyword suggestion
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Towards a more efficient and personalised advertisement content in on-line social networks
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Real-time helpfulness prediction based on voter opinions
Concurrency and Computation: Practice & Experience
Seeing beyond reading: a survey on visual text analytics
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Using social tags to infer context in hybrid music recommendation
Proceedings of the twelfth international workshop on Web information and data management
Sweeping through the topic space: bad luck? Roll again!
ROBUS-UNSUP '12 Proceedings of the Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP
Proceedings of the Workshop on Semantic Analysis in Social Media
Human motion retrieval using topic model
Computer Animation and Virtual Worlds
Inferring appropriate eligibility criteria in clinical trial protocols without labeled data
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics
Stylometric relevance-feedback towards a hybrid book recommendation algorithm
Proceedings of the fifth ACM workshop on Research advances in large digital book repositories and complementary media
Probabilistic macro behavioral targeting
Proceedings of the 2012 workshop on Data-driven user behavioral modelling and mining from social media
Query classification using topic models and support vector machine
ACL '12 Proceedings of ACL 2012 Student Research Workshop
Topic extraction based on prior knowledge obtained from target documents
ACL '12 Proceedings of ACL 2012 Student Research Workshop
TopicTiling: a text segmentation algorithm based on LDA
ACL '12 Proceedings of ACL 2012 Student Research Workshop
Domain adaptation of a dependency parser with a class-class selectional preference model
ACL '12 Proceedings of ACL 2012 Student Research Workshop
Computing similarity between cultural heritage items using multimodal features
LaTeCH '12 Proceedings of the 6th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
Re-tweeting from a linguistic perspective
LSM '12 Proceedings of the Second Workshop on Language in Social Media
Modeling coherence in ESOL learner texts
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
Hierarchical clustering of word class distributions
WILS '12 Proceedings of the NAACL-HLT Workshop on the Induction of Linguistic Structure
Online plagiarism detection through exploiting lexical, syntactic, and semantic information
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Towards a computational history of the ACL: 1980-2008
ACL '12 Proceedings of the ACL-2012 Special Workshop on Rediscovering 50 Years of Discoveries
Discovering factions in the computational linguistics community
ACL '12 Proceedings of the ACL-2012 Special Workshop on Rediscovering 50 Years of Discoveries
He said, she said: gender in the ACL anthology
ACL '12 Proceedings of the ACL-2012 Special Workshop on Rediscovering 50 Years of Discoveries
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A joint model for discovery of aspects in utterances
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Aspect extraction through semi-supervised modeling
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A discriminative hierarchical model for fast coreference at large scale
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Learning syntactic verb frames using graphical models
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Translation model adaptation for statistical machine translation with monolingual topic information
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Tweet recommendation with graph co-ranking
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Finding bursty topics from microblogs
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Unsupervised relation discovery with sense disambiguation
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Historical analysis of legal opinions with a sparse mixed-effects latent variable model
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A topic similarity model for hierarchical phrase-based translation
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Modeling sentences in the latent space
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Self-disclosure and relationship strength in Twitter conversations
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Topic models for dynamic translation model adaptation
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Learning the latent semantics of a concept from its definition
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Authorship attribution with author-aware topic models
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Efficient tree-based topic modeling
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Exploiting latent information to predict diffusions of novel topics on social networks
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Generative goal-driven user simulation for dialog management
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Mixed membership Markov models for unsupervised conversation modeling
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
An entity-topic model for entity linking
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
A phrase-discovering topic model using hierarchical Pitman-Yor processes
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Modelling sequential text with an adaptive topic model
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Concurrent acquisition of word meaning and lexical categories
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Learning lexicon models from search logs for query expansion
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Exploring adaptor grammars for native language identification
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
SSHLDA: a semi-supervised hierarchical topic model
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Exploring topic coherence over many models and many topics
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Grounded models of semantic representation
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Revisiting the predictability of language: response completion in social media
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
What can NLP tell us about BioNLP?
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
Evaluating joint modeling of yeast biology literature and protein-protein interaction networks
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
Adding distributional semantics to knowledge base entities through web-scale entity linking
AKBC-WEKEX '12 Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction
Topic evolution prediction of user generated contents considering enterprise generated contents
Proceedings of the First ACM International Workshop on Hot Topics on Interdisciplinary Social Networks Research
Annotation of adversarial and collegial social actions in discourse
LAW VI '12 Proceedings of the Sixth Linguistic Annotation Workshop
Latent semantic transliteration using dirichlet mixture
NEWS '12 Proceedings of the 4th Named Entity Workshop
Sentiment analysis using a novel human computation game
Proceedings of the 3rd Workshop on the People's Web Meets NLP: Collaboratively Constructed Semantic Resources and their Applications to NLP
Unsupervised topic modeling approaches to decision summarization in spoken meetings
SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Focused meeting summarization via unsupervised relation extraction
SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Bringing the associative ability to social tag recommendation
TextGraphs-7 '12 Workshop Proceedings of TextGraphs-7 on Graph-based Methods for Natural Language Processing
DCU-symantec submission for the WMT 2012 quality estimation task
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Query-adaptive shape topic mining for hand-drawn sketch recognition
Proceedings of the 20th ACM international conference on Multimedia
Bilingual analysis of song lyrics and audio words
Proceedings of the 20th ACM international conference on Multimedia
Supervised cross-collection topic modeling
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
Collective search and recommendation in social media
Proceedings of the 20th ACM international conference on Multimedia
LogUCB: an explore-exploit algorithm for comments recommendation
Proceedings of the 21st ACM international conference on Information and knowledge management
Social contextual recommendation
Proceedings of the 21st ACM international conference on Information and knowledge management
Making your interests follow you on twitter
Proceedings of the 21st ACM international conference on Information and knowledge management
Content-based crowd retrieval on the real-time web
Proceedings of the 21st ACM international conference on Information and knowledge management
One seed to find them all: mining opinion features via association
Proceedings of the 21st ACM international conference on Information and knowledge management
Topic-driven reader comments summarization
Proceedings of the 21st ACM international conference on Information and knowledge management
Daily-deal selection for revenue maximization
Proceedings of the 21st ACM international conference on Information and knowledge management
Document-topic hierarchies from document graphs
Proceedings of the 21st ACM international conference on Information and knowledge management
Exploring personal impact for group recommendation
Proceedings of the 21st ACM international conference on Information and knowledge management
Temporal corpus summarization using submodular word coverage
Proceedings of the 21st ACM international conference on Information and knowledge management
The generalized dirichlet distribution in enhanced topic detection
Proceedings of the 21st ACM international conference on Information and knowledge management
Modeling topic hierarchies with the recursive chinese restaurant process
Proceedings of the 21st ACM international conference on Information and knowledge management
On the design of LDA models for aspect-based opinion mining
Proceedings of the 21st ACM international conference on Information and knowledge management
TUT: a statistical model for detecting trends, topics and user interests in social media
Proceedings of the 21st ACM international conference on Information and knowledge management
Intelligent multi-camera video surveillance: A review
Pattern Recognition Letters
Using semi-structured data for assessing research paper similarity
Information Sciences: an International Journal
G-WSTD: a framework for geographic web search topic discovery
Proceedings of the 21st ACM international conference on Information and knowledge management
Joint topic modeling for event summarization across news and social media streams
Proceedings of the 21st ACM international conference on Information and knowledge management
Mining competitive relationships by learning across heterogeneous networks
Proceedings of the 21st ACM international conference on Information and knowledge management
Joint relevance and answer quality learning for question routing in community QA
Proceedings of the 21st ACM international conference on Information and knowledge management
Extraction of topic evolutions from references in scientific articles and its GPU acceleration
Proceedings of the 21st ACM international conference on Information and knowledge management
Mining topic-level opinion influence in microblog
Proceedings of the 21st ACM international conference on Information and knowledge management
Hierarchical topic integration through semi-supervised hierarchical topic modeling
Proceedings of the 21st ACM international conference on Information and knowledge management
Exploiting enriched contextual information for mobile app classification
Proceedings of the 21st ACM international conference on Information and knowledge management
Incorporating word correlation into tag-topic model for semantic knowledge acquisition
Proceedings of the 21st ACM international conference on Information and knowledge management
Query-focused multi-document summarization based on query-sensitive feature space
Proceedings of the 21st ACM international conference on Information and knowledge management
Topic-sensitive probabilistic model for expert finding in question answer communities
Proceedings of the 21st ACM international conference on Information and knowledge management
Diversionary comments under political blog posts
Proceedings of the 21st ACM international conference on Information and knowledge management
From sBoW to dCoT marginalized encoders for text representation
Proceedings of the 21st ACM international conference on Information and knowledge management
Towards jointly extracting aspects and aspect-specific sentiment knowledge
Proceedings of the 21st ACM international conference on Information and knowledge management
Recommending citations: translating papers into references
Proceedings of the 21st ACM international conference on Information and knowledge management
Full-text citation analysis: enhancing bibliometric and scientific publication ranking
Proceedings of the 21st ACM international conference on Information and knowledge management
Detecting offensive tweets via topical feature discovery over a large scale twitter corpus
Proceedings of the 21st ACM international conference on Information and knowledge management
User activity profiling with multi-layer analysis
Proceedings of the 21st ACM international conference on Information and knowledge management
Author-conference topic-connection model for academic network search
Proceedings of the 21st ACM international conference on Information and knowledge management
Proceedings of the 21st ACM international conference on Information and knowledge management
Automatic labeling hierarchical topics
Proceedings of the 21st ACM international conference on Information and knowledge management
Relation regularized subspace recommending for related scientific articles
Proceedings of the 21st ACM international conference on Information and knowledge management
InCaToMi: integrative causal topic miner between textual and non-textual time series data
Proceedings of the 21st ACM international conference on Information and knowledge management
Computing similarity between items in a digital library of cultural heritage
Journal on Computing and Cultural Heritage (JOCCH)
Pervasive and Mobile Computing
Automatically building templates for entity summary construction
Information Processing and Management: an International Journal
Authorship attribution based on a probabilistic topic model
Information Processing and Management: an International Journal
PKAW'12 Proceedings of the 12th Pacific Rim conference on Knowledge Management and Acquisition for Intelligent Systems
Generic multi-document summarization using topic-oriented information
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Automatic multi-document summarization based on new sentence similarity measures
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Annotation propagation in large image databases via dense image correspondence
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
A non-parametric hierarchical model to discover behavior dynamics from tracks
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Spring lattice counting grids: scene recognition using deformable positional constraints
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Attribute learning for understanding unstructured social activity
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Discovering a lexicon of parts and attributes
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Sentiment classification with supervised sequence embedding
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Socioscope: spatio-temporal signal recovery from social media
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
ASV monitor: creating comparability of machine learning methods for content analysis
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
TopicExplorer: exploring document collections with topic models
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Computing text semantic relatedness using the contents and links of a hypertext encyclopedia
Artificial Intelligence
Integrating social media data for community detection
MSM'11 Proceedings of the 2011 international conference on Modeling and Mining Ubiquitous Social Media
Factors influencing the co-evolution of social and content networks in online social media
MSM'11 Proceedings of the 2011 international conference on Modeling and Mining Ubiquitous Social Media
Describing locations using tags and images: explorative pattern mining in social media
MSM'11 Proceedings of the 2011 international conference on Modeling and Mining Ubiquitous Social Media
Regularized Latent Semantic Indexing: A New Approach to Large-Scale Topic Modeling
ACM Transactions on Information Systems (TOIS)
Self-Avoiding Random Dynamics on Integer Complex Systems
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special Issue on Monte Carlo Methods in Statistics
Document classification using POS distribution
ADBIS'12 Proceedings of the 16th East European conference on Advances in Databases and Information Systems
Corpus-Based semantic filtering in discovering derivational relations
AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
Context-based query using dependency structures based on latent topic model
MEDI'12 Proceedings of the 2nd international conference on Model and Data Engineering
Investigating Topic Models' Capabilities in Expression Microarray Data Classification
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Accelerating text mining workloads in a MapReduce-based distributed GPU environment
Journal of Parallel and Distributed Computing
Semantic-preservingword clouds by seam carving
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
When a city tells a story: urban topic analysis
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
An integrated framework for spatio-temporal-textual search and mining
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Efficiently learning the preferences of people
Machine Learning
Are buildings only instances?: exploration in architectural style categories
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Towards unsupervised semantic segmentation of street scenes from motion cues
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Latent Dirichlet allocation for image segmentation and source finding in radio astronomy images
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Feature LDA: a supervised topic model for automatic detection of web API documentations from the web
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
Collaborative filtering by analyzing dynamic user interests modeled by taxonomy
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
Tag recommendation for large-scale ontology-based information systems
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part II
Cross lingual semantic search by improving semantic similarity and relatedness measures
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part II
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
A supervised method for lexical annotation of schema labels based on wikipedia
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Feature selection using counting grids: application to microarray data
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Regularized nonnegative shared subspace learning
Data Mining and Knowledge Discovery
A model-learner pattern for bayesian reasoning
POPL '13 Proceedings of the 40th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages
On the equivalence of PLSI and projected clustering
ACM SIGMOD Record
PENETRATE: Personalized news recommendation using ensemble hierarchical clustering
Expert Systems with Applications: An International Journal
Representations for multi-document event clustering
Data Mining and Knowledge Discovery
Topic model for analyzing purchase data with price information
Data Mining and Knowledge Discovery
Group sparse topical coding: from code to topic
Proceedings of the sixth ACM international conference on Web search and data mining
Geo topic model: joint modeling of user's activity area and interests for location recommendation
Proceedings of the sixth ACM international conference on Web search and data mining
App recommendation: a contest between satisfaction and temptation
Proceedings of the sixth ACM international conference on Web search and data mining
Unsupervised graph-based topic labelling using dbpedia
Proceedings of the sixth ACM international conference on Web search and data mining
Translating related words to videos and back through latent topics
Proceedings of the sixth ACM international conference on Web search and data mining
Towards Twitter context summarization with user influence models
Proceedings of the sixth ACM international conference on Web search and data mining
Connecting comments and tags: improved modeling of social tagging systems
Proceedings of the sixth ACM international conference on Web search and data mining
LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks
Proceedings of the sixth ACM international conference on Web search and data mining
On the performance of high dimensional data clustering and classification algorithms
Future Generation Computer Systems
Empirical Software Engineering
Text Semantic Mining Model Based on the Algebra of Human Concept Learning
International Journal of Cognitive Informatics and Natural Intelligence
A Cognitive Framework for Core Language Understanding and its Computational Implementation
International Journal of Cognitive Informatics and Natural Intelligence
K-Nearest Neighbors Relevance Annotation Model for Distance Education
International Journal of Distance Education Technologies
Personalized celebrity video search based on cross-space mining
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
An automated multiscale map of conversations: mothers and matters
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Detecting overlapping communities in location-based social networks
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
An analysis of topical proximity in the twitter social graph
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Engaging Politicians with Citizens on Social Networking Sites: The WeGov Toolbox
International Journal of Electronic Government Research
International Journal of Intelligent Information Technologies
Probabilistic Models for Social Media Mining
International Journal of Information Technology and Web Engineering
Context-Aware Expert Finding in Tag Based Knowledge Sharing Communities
International Journal of Knowledge and Systems Science
Building Multi-Modal Relational Graphs for Multimedia Retrieval
International Journal of Multimedia Data Engineering & Management
Unsupervised Segmentation of Bibliographic Elements with Latent Permutations
International Journal of Organizational and Collective Intelligence
International Journal of Agent Technologies and Systems
Analyzing the flow of knowledge in computer mediated teams
Proceedings of the 2013 conference on Computer supported cooperative work
Tweets are forever: a large-scale quantitative analysis of deleted tweets
Proceedings of the 2013 conference on Computer supported cooperative work
Towards content-level coherence with aspect-guided summarization
ACM Transactions on Speech and Language Processing (TSLP)
Implicit feature identification via hybrid association rule mining
Expert Systems with Applications: An International Journal
'Long autonomy or long delay?' The importance of domain in opinion mining
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Human interaction discovery in smartphone proximity networks
Personal and Ubiquitous Computing
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
An improved mix framework for opinion leader identification in online learning communities
Knowledge-Based Systems
Clustering tagged documents with labeled and unlabeled documents
Information Processing and Management: an International Journal
Fast multi-view segment graph kernel for object classification
Signal Processing
Learning colours from textures by sparse manifold embedding
Signal Processing
Auto learning temporal atomic actions for activity classification
Pattern Recognition
Dynamic scene understanding by improved sparse topical coding
Pattern Recognition
Blog topic analysis using TF smoothing and LDA
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Optimizing temporal topic segmentation for intelligent text visualization
Proceedings of the 2013 international conference on Intelligent user interfaces
Visualizing recommendations to support exploration, transparency and controllability
Proceedings of the 2013 international conference on Intelligent user interfaces
Visualizing streaming text data with dynamic graphs and maps
GD'12 Proceedings of the 20th international conference on Graph Drawing
Text-Like motion representation for human motion retrieval
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Modality classification for medical images using sparse coded affine-invariant descriptors
PAKDD'12 Proceedings of the 2012 Pacific-Asia conference on Emerging Trends in Knowledge Discovery and Data Mining
Computer Vision and Image Understanding
Employing hierarchical Bayesian networks in simple and complex emotion topic analysis
Computer Speech and Language
Panorama: a semantic-aware application search framework
Proceedings of the 16th International Conference on Extending Database Technology
LA-LDA: a limited attention topic model for social recommendation
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Predicting User-to-content Links in Flickr Groups
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Detecting Probabilistic Community with Topic Modeling on Sampling SubGraphs
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
User Features and Social Networks for Topic Modeling in Online Social Media
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Recommendation in Online Health Communities
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Mining Divergent Opinion Trust Networks through Latent Dirichlet Allocation
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Learning Rating Patterns for Top-N Recommendations
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Analyzing User Retweet Behavior on Twitter
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Topic-based Amharic text summarization with probabilistic latent semantic analysis
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Towards query model integration: topology-aware, IR-inspired metrics for declarative graph querying
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Research on Mining Common Concern via Infinite Topic Modelling
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Semi-Supervised Latent Dirichlet Allocation and Its Application for Document Classification
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
A Ubiquitous Image Tagging System Using User Context
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
NE-Rank: A Novel Graph-Based Keyphrase Extraction in Twitter
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Personalized News Recommendation Based on Collaborative Filtering
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
User Interest and Topic Detection for Personalized Recommendation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Predicting Best Responder in Community Question Answering Using Topic Model Method
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Latent Business Networks Mining: A Probabilistic Generative Model
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Construction of Chinese A-shares Network Using Latent Dirichlet Allocation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Term Weighting Schemes for Emerging Event Detection
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Towards Topic Trend Prediction on a Topic Evolution Model with Social Connection
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Inferring User Interest Using Familiarity and Topic Similarity with Social Neighbors in Facebook
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Effectively Detecting Content Spam on the Web Using Topical Diversity Measures
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Content-Based Semantic Tag Ranking for Recommendation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Intuitive Topic Discovery by Incorporating Word-Pair's Connection Into LDA
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Location Comparison through Geographical Topics
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Aggregating evidence from hospital departments to improve medical records search
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
An n-gram topic model for time-stamped documents
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Improving ESA with document similarity
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Topic models can improve domain term extraction
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Topic model for user reviews with adaptive windows
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Robust PLSA performs better than LDA
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Topic-Focused summarization of chat conversations
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
SIAM: social interaction analysis for multimedia
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
A study on query expansion based on topic distributions of retrieved documents
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Bidirectional-isomorphic manifold learning at image semantic understanding & representation
Multimedia Tools and Applications
Analysis of collaborative writing processes using revision maps and probabilistic topic models
Proceedings of the Third International Conference on Learning Analytics and Knowledge
Exploiting language models to recognize unseen actions
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
A topic-based recommender system for electronic marketplace platforms
Expert Systems with Applications: An International Journal
Theme word subspace method for text document categorization
DM-IKM '12 Proceedings of the Data Mining and Intelligent Knowledge Management Workshop
Ensuring continuous compliance through reconciling policy with usage
Proceedings of the 18th ACM symposium on Access control models and technologies
Exploring generative models of tripartite graphs for recommendation in social media
Proceedings of the 4th International Workshop on Modeling Social Media
Towards high-throughput gibbs sampling at scale: a study across storage managers
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
High order pLSA for indexing tagged images
Signal Processing
Least square regularized spectral hashing for similarity search
Signal Processing
An empirical analysis of characteristics of useful comments in social media
Proceedings of the 5th Annual ACM Web Science Conference
Inter-media hashing for large-scale retrieval from heterogeneous data sources
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Simulation of database-valued markov chains using SimSQL
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
EBM: an entropy-based model to infer social strength from spatiotemporal data
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
TV program detection in tweets
Proceedings of the 11th european conference on Interactive TV and video
Cascade: crowdsourcing taxonomy creation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Whoo.ly: facilitating information seeking for hyperlocal communities using social media
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visual-interactive querying for multivariate research data repositories using bag-of-words
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Automatic tag recommendation for metadata annotation using probabilistic topic modeling
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Ranking experts using author-document-topic graphs
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Identification of useful user comments in social media: a case study on flickr commons
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Can't see the forest for the trees?: a citation recommendation system
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
A classification scheme for algorithm citation function in scholarly works
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Similarity measures based on latent dirichlet allocation
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Crowdsourced ethics with personalized story matching
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Gender, topic, and audience response: an analysis of user-generated content on facebook
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Automatic classification of documents in cold-start scenarios
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Weak signal identification with semantic web mining
Expert Systems with Applications: An International Journal
Ontology acquisition from web service descriptions
Proceedings of the 28th Annual ACM Symposium on Applied Computing
An empirical study on developer interactions in StackOverflow
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Factors impacting community response in an interest-sharing network
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Generating contextualized sentiment lexica based on latent topics and user ratings
Proceedings of the 24th ACM Conference on Hypertext and Social Media
Whom should I follow?: identifying relevant users during crises
Proceedings of the 24th ACM Conference on Hypertext and Social Media
Relation extraction and scoring in DeepQA
IBM Journal of Research and Development
Document categorization based on minimum loss of reconstruction information
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Modeling hidden topics with dual local consistency for image analysis
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Finding happiest moments in a social context
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Weighted interaction force estimation for abnormality detection in crowd scenes
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Archiving mural paintings using an ontology based approach
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Proceedings of the ACM International Conference on Computing Frontiers
Transfer learning using a nonparametric sparse topic model
Neurocomputing
Exploring hypergraph-based semi-supervised ranking for query-oriented summarization
Information Sciences: an International Journal
Exploiting relevance, coverage, and novelty for query-focused multi-document summarization
Knowledge-Based Systems
Enhancing short text clustering with small external repositories
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
An inference-based model of word meaning in context as a paraphrase distribution
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
On collocations and topic models
ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 2
Learning latent friendship propagation networks with interest awareness for link prediction
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Addressing cold-start in app recommendation: latent user models constructed from twitter followers
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Semantic hashing using tags and topic modeling
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A low rank structural large margin method for cross-modal ranking
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Personalized time-aware tweets summarization
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Emerging topic detection for organizations from microblogs
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
An unsupervised topic segmentation model incorporating word order
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A location-based news article recommendation with explicit localized semantic analysis
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Learning to personalize query auto-completion
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Modeling click-through based word-pairs for web search
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Incorporating popularity in topic models for social network analysis
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Term level search result diversification
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A novel topic model for automatic term extraction
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
An LDA-smoothed relevance model for document expansion: a case study for spoken document retrieval
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Mining web search topics with diverse spatiotemporal patterns
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Using social annotations to enhance document representation for personalized search
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Sopra: a new social personalized ranking function for improving web search
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Document classification by topic labeling
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Author disambiguation by hierarchical agglomerative clustering with adaptive stopping criterion
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Improving LDA topic models for microblogs via tweet pooling and automatic labeling
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Boosting novelty for biomedical information retrieval through probabilistic latent semantic analysis
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
TopicVis: a GUI for topic-based feedback and navigation
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
curso: protect yourself from curse of attribute inference: a social network privacy-analyzer
Proceedings of the ACM SIGMOD Workshop on Databases and Social Networks
Learning to explore scientific workflow repositories
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
Leveraging relevance cues for language modeling in speech recognition
Information Processing and Management: an International Journal
Goal attainment on long tail web sites: An information foraging approach
Decision Support Systems
Proceedings of the 2013 International Conference on Software Engineering
Analysis of user comments: an approach for software requirements evolution
Proceedings of the 2013 International Conference on Software Engineering
Semantic smells and errors in access control models: a case study in PHP
Proceedings of the 2013 International Conference on Software Engineering
Retrieving and analyzing mobile apps feature requests from online reviews
Proceedings of the 10th Working Conference on Mining Software Repositories
Why, when, and what: analyzing stack overflow questions by topic, type, and code
Proceedings of the 10th Working Conference on Mining Software Repositories
Proceedings of the 10th Working Conference on Mining Software Repositories
An exploratory analysis of mobile development issues using stack overflow
Proceedings of the 10th Working Conference on Mining Software Repositories
A contextual approach towards more accurate duplicate bug report detection
Proceedings of the 10th Working Conference on Mining Software Repositories
Using citation influence to predict software defects
Proceedings of the 10th Working Conference on Mining Software Repositories
Representing documents through their readers
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Fast rank-2 nonnegative matrix factorization for hierarchical document clustering
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering latent influence in online social activities via shared cascade poisson processes
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
A phrase mining framework for recursive construction of a topical hierarchy
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Combining latent factor model with location features for event-based group recommendation
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Scalable inference in max-margin topic models
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Comparing apples to oranges: a scalable solution with heterogeneous hashing
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning geographical preferences for point-of-interest recommendation
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining evidences for named entity disambiguation
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
One theme in all views: modeling consensus topics in multiple contexts
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Synthetic review spamming and defense
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Information cartography: creating zoomable, large-scale maps of information
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Scalable text and link analysis with mixed-topic link models
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Stochastic collapsed variational Bayesian inference for latent Dirichlet allocation
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Understanding evolution of research themes: a probabilistic generative model for citations
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Forex-foreteller: currency trend modeling using news articles
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Cross-region collaborative filtering for new point-of-interest recommendation
Proceedings of the 22nd international conference on World Wide Web companion
Towards focused knowledge extraction: query-based extraction of structured summaries
Proceedings of the 22nd international conference on World Wide Web companion
Ranking method specialized for content descriptions of classical music
Proceedings of the 22nd international conference on World Wide Web companion
Leveraging geographical metadata to improve search over social media
Proceedings of the 22nd international conference on World Wide Web companion
Discovering multilingual concepts from unaligned web documents by exploring associated images
Proceedings of the 22nd international conference on World Wide Web companion
Automatically generated spam detection based on sentence-level topic information
Proceedings of the 22nd international conference on World Wide Web companion
Exploratory analysis of highly heterogeneous document collections
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Why people hate your app: making sense of user feedback in a mobile app store
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Knowledge discovery from massive healthcare claims data
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Distributed large-scale natural graph factorization
Proceedings of the 22nd international conference on World Wide Web
DIGTOBI: a recommendation system for Digg articles using probabilistic modeling
Proceedings of the 22nd international conference on World Wide Web
Know your personalization: learning topic level personalization in online services
Proceedings of the 22nd international conference on World Wide Web
The FLDA model for aspect-based opinion mining: addressing the cold start problem
Proceedings of the 22nd international conference on World Wide Web
Trade area analysis using user generated mobile location data
Proceedings of the 22nd international conference on World Wide Web
Efficient community detection in large networks using content and links
Proceedings of the 22nd international conference on World Wide Web
Learning joint query interpretation and response ranking
Proceedings of the 22nd international conference on World Wide Web
A predictive model for advertiser value-per-click in sponsored search
Proceedings of the 22nd international conference on World Wide Web
Proceedings of the 22nd international conference on World Wide Web
A biterm topic model for short texts
Proceedings of the 22nd international conference on World Wide Web
Proceedings of the 22nd international conference on World Wide Web
TopRec: domain-specific recommendation through community topic mining in social network
Proceedings of the 22nd international conference on World Wide Web
Solving the straggler problem with bounded staleness
HotOS'13 Proceedings of the 14th USENIX conference on Hot Topics in Operating Systems
Towards a fair comparison between name disambiguation approaches
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Unsupervised latent concept modeling to identify query facets
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Using topic models to understand the evolution of a software ecosystem
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Community detection by popularity based models for authored networked data
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Academic network analysis: a joint topic modeling approach
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
A framework for detecting public health trends with Twitter
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Community detection in content-sharing social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Steeler nation, 12th man, and boo birds: classifying Twitter user interests using time series
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Politics, sharing and emotion in microblogs
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Routing questions for collaborative answering in community question answering
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Topic model-based link community detection with adjustable range of overlapping
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Location-specific tweet detection and topic summarization in Twitter
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Information propagation in microblog networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
"w00t! feeling great today!": chatter in Twitter: identification and prevalence
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Identifying influential scholars in academic social media platforms
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
A spatial LDA model for discovering regional communities
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Social moms and health: a multi-platform analysis of mommy communities
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
TopicFlow: visualizing topic alignment of Twitter data over time
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
An exploration of discussion threads in social news sites: a case study of the Reddit community
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Behavioral dynamics on the web: Learning, modeling, and prediction
ACM Transactions on Information Systems (TOIS)
Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Journal of Information Science
Giving context to sounds through mediation of physical objects
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
A graph-based topic extraction method enabling simple interactive customization
Proceedings of the 2013 ACM symposium on Document engineering
Beyond term clusters: assigning Wikipedia concepts to scientific documents
Proceedings of the 2013 ACM symposium on Document engineering
Towards emotional awareness in software development teams
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Textual Similarity with a Bag-of-Embedded-Words Model
Proceedings of the 2013 Conference on the Theory of Information Retrieval
Efficient Nearest-Neighbor Search in the Probability Simplex
Proceedings of the 2013 Conference on the Theory of Information Retrieval
Stochastic agent-based simulations of social networks
Proceedings of the 46th Annual Simulation Symposium
Supporting feature location and mining of software repositories on the Amazon EC2
Proceedings of the 51st ACM Southeast Conference
Enriching employee ontology for enterprises with knowledge discovery from social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Web objectionable text content detection using topic modeling technique
Expert Systems with Applications: An International Journal
Proceedings of the ACM SIGKDD Workshop on Outlier Detection and Description
Estimating building simulation parameters via Bayesian structure learning
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Commonsense-based topic modeling
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
Parallel field alignment for cross media retrieval
Proceedings of the 21st ACM international conference on Multimedia
Cross-media semantic representation via bi-directional learning to rank
Proceedings of the 21st ACM international conference on Multimedia
Linear cross-modal hashing for efficient multimedia search
Proceedings of the 21st ACM international conference on Multimedia
Beyond bag of words: image representation in sub-semantic space
Proceedings of the 21st ACM international conference on Multimedia
Speaking swiss: languages and venues in foursquare
Proceedings of the 21st ACM international conference on Multimedia
πLDA: document clustering with selective structural constraints
Proceedings of the 21st ACM international conference on Multimedia
Understanding and classifying image tweets
Proceedings of the 21st ACM international conference on Multimedia
Latent feature learning in social media network
Proceedings of the 21st ACM international conference on Multimedia
Detecting profilable and overlapping communities with user-generated multimedia contents in LBSNs
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Variational inference in nonconjugate models
The Journal of Machine Learning Research
Stochastic variational inference
The Journal of Machine Learning Research
A topic modeling toolbox using belief propagation
The Journal of Machine Learning Research
MedLDA: maximum margin supervised topic models
The Journal of Machine Learning Research
Information diffusion in online social networks: a survey
ACM SIGMOD Record
Adaptive visualization for exploratory information retrieval
Information Processing and Management: an International Journal
A novel neighborhood based document smoothing model for information retrieval
Information Retrieval
Discovering coherent topics using general knowledge
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Community-based user recommendation in uni-directional social networks
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Exploring weakly supervised latent sentiment explanations for aspect-level review analysis
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Domain-dependent/independent topic switching model for online reviews with numerical ratings
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Mining diabetes complication and treatment patterns for clinical decision support
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Towards faster and better retrieval models for question search
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Lead-lag analysis via sparse co-projection in correlated text streams
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
On handling textual errors in latent document modeling
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A partially supervised cross-collection topic model for cross-domain text classification
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Using micro-reviews to select an efficient set of reviews
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Content coverage maximization on word networks for hierarchical topic summarization
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Dynamic multi-faceted topic discovery in twitter
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Probabilistic semantic similarity measurements for noisy short texts using Wikipedia entities
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Identifying salient entities in web pages
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Mining causal topics in text data: iterative topic modeling with time series feedback
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Concept-based analysis of scientific literature
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Navigating the topical structure of academic search results via the Wikipedia category network
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Discovering health-related knowledge in social media using ensembles of heterogeneous features
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Building user profiles from topic models for personalised search
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
FRec: a novel framework of recommending users and communities in social media
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Learning deep structured semantic models for web search using clickthrough data
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Learning to rank for question routing in community question answering
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A heterogenous automatic feedback semi-supervised method for image reranking
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Scientific articles recommendation
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
CQArank: jointly model topics and expertise in community question answering
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Classification of Alzheimer Diagnosis from ADNI Plasma Biomarker Data
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Biomedical time series clustering based on non-negative sparse coding and probabilistic topic model
Computer Methods and Programs in Biomedicine
Indoor scene recognition by a mobile robot through adaptive object detection
Robotics and Autonomous Systems
Hidden factors and hidden topics: understanding rating dimensions with review text
Proceedings of the 7th ACM conference on Recommender systems
Personalized news recommendation with context trees
Proceedings of the 7th ACM conference on Recommender systems
Hybrid event recommendation using linked data and user diversity
Proceedings of the 7th ACM conference on Recommender systems
Spatial topic modeling in online social media for location recommendation
Proceedings of the 7th ACM conference on Recommender systems
What to read next?: making personalized book recommendations for K-12 users
Proceedings of the 7th ACM conference on Recommender systems
Query-driven context aware recommendation
Proceedings of the 7th ACM conference on Recommender systems
The curated web: a recommendation challenge
Proceedings of the 7th ACM conference on Recommender systems
Escape the bubble: guided exploration of music preferences for serendipity and novelty
Proceedings of the 7th ACM conference on Recommender systems
Recommending patents based on latent topics
Proceedings of the 7th ACM conference on Recommender systems
Co-clustering with augmented matrix
Applied Intelligence
Probabilistic latent class models for predicting student performance
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
An unsupervised transfer learning approach to discover topics for online reputation management
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Modeling latent topic interactions using quantum interference for information retrieval
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Mining user interest from search tasks and annotations
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
CUDIA: Probabilistic cross-level imputation using individual auxiliary information
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Metadata enrichment for news video retrieval: a graph-based propagation approach
Proceedings of the 21st ACM international conference on Multimedia
iNewsBox: modeling and exploiting implicit feedback for building personalized news radio
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Probabilistic expression of Polynomial Semantic Indexing and its application for classification
Pattern Recognition Letters
Topic modelling of clickthrough data in image search
Multimedia Tools and Applications
LDA-based online topic detection using tensor factorization
Journal of Information Science
Automatic aggregation by joint modeling of aspects and values
Journal of Artificial Intelligence Research
Towards selective user specific query expansion
Proceedings of the 1st workshop on User engagement optimization
Tweeting under pressure: analyzing trending topics and evolving word choice on sina weibo
Proceedings of the first ACM conference on Online social networks
Patient-centric, multi-role, and multi-dimension information exploration on online healthcare forums
Proceedings of the sixth workshop on Ph.D. students in information and knowledge management
A semantic similarity measure in document databases: an earth mover's distance-based approach
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
I pinned it. where can i buy one like it?: automatically linking pinterest pins to online webshops
Proceedings of the 2013 workshop on Data-driven user behavioral modelling and mining from social media
Scalable mining of social data using stochastic gradient fisher scoring
Proceedings of the 2013 workshop on Data-driven user behavioral modelling and mining from social media
Towards a journalist-based news recommendation system: The Wesomender approach
Expert Systems with Applications: An International Journal
A feature-word-topic model for image annotation and retrieval
ACM Transactions on the Web (TWEB)
PEN recsys: a personalized news recommender systems framework
Proceedings of the 2013 International News Recommender Systems Workshop and Challenge
Social Link Prediction in Online Social Tagging Systems
ACM Transactions on Information Systems (TOIS)
A semi-supervised approach for author disambiguation in KDD CUP 2013
Proceedings of the 2013 KDD Cup 2013 Workshop
What you want is not what you get: predicting sharing policies for text-based content on facebook
Proceedings of the 2013 ACM workshop on Artificial intelligence and security
Proceedings of the 6th ACM India Computing Convention
Inferring social activities with mobile sensor networks
Proceedings of the 15th ACM on International conference on multimodal interaction
Context-based conversational hand gesture classification in narrative interaction
Proceedings of the 15th ACM on International conference on multimodal interaction
Object class detection: A survey
ACM Computing Surveys (CSUR)
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
TopicDSDR: combining topic decomposition and data reconstruction for summarization
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
A unified generative model for characterizing microblogs' topics
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Collaborative filtering based on rating psychology
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Mining user interest and its evolution for recommendation on the micro-blogging system
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Detecting topic labels for tweets by matching features from pseudo-relevance feedback
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Unsupervised text segmentation using LDA and MCMC
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Weighted multi-attribute matching of user-generated points of interest
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Exploiting geometry in counting grids
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
A revised inference for correlated topic model
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Summaries on the fly: query-based extraction of structured knowledge from web documents
ICWE'13 Proceedings of the 13th international conference on Web Engineering
Evaluation of personalized social ranking functions of information retrieval
ICWE'13 Proceedings of the 13th international conference on Web Engineering
ATT: analyzing temporal dynamics of topics and authors in social media
Proceedings of the 3rd International Web Science Conference
Bad news travel fast: a content-based analysis of interestingness on Twitter
Proceedings of the 3rd International Web Science Conference
The effectiveness of automatic text summarization in mobile learning contexts
Computers & Education
Learning semantic concepts from image database with hybrid generative/discriminative approach
Engineering Applications of Artificial Intelligence
Activity clustering for anomaly detection
International Journal of Intelligent Information and Database Systems
Classification and outlier detection based on topic based pattern synthesis
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Multi-document text summarization using topic model and fuzzy logic
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Mining groups of common interest: discovering topical communities with network flows
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Accelerating collaboration in task assignment using a socially enhanced resource model
BPM'13 Proceedings of the 11th international conference on Business Process Management
Experiments with semantic similarity measures based on LDA and LSA
SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
Towards Concept-Based Translation Models Using Search Logs for Query Expansion
Proceedings of the 21st ACM international conference on Information and knowledge management
A study on document retrieval system based on visualization to manage OCR documents
HCI'13 Proceedings of the 15th international conference on Human-Computer Interaction: interaction modalities and techniques - Volume Part IV
Inferring the origin locations of tweets with quantitative confidence
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Crowd synthesis: extracting categories and clusters from complex data
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
A probability-based unified framework for semantic search and recommendation
Journal of Information Science
Survey of social search from the perspectives of the village paradigm and online social networks
Journal of Information Science
Mining and recommending software features across multiple web repositories
Proceedings of the 5th Asia-Pacific Symposium on Internetware
Time-bound analytic tasks on large datasets through dynamic configuration of workflows
WORKS '13 Proceedings of the 8th Workshop on Workflows in Support of Large-Scale Science
Computer Speech and Language
Geographic aspects of tie strength and value of information in social networking
Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Temporal decomposition and semantic enrichment of mobility flows
Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Quantitative cross impact analysis with latent semantic indexing
Expert Systems with Applications: An International Journal
Minimizer of the Reconstruction Error for multi-class document categorization
Expert Systems with Applications: An International Journal
Two Phase Extraction Method for Multi-label Classification of Real Life Tweets
Proceedings of International Conference on Information Integration and Web-based Applications & Services
Efficient extraction and representation of spatial information from video data
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Generalized relational topic models with data augmentation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Discovering different types of topics: factored topic models
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Multi-modal image annotation with multi-instance multi-label LDA
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
One-class conditional random fields for sequential anomaly detection
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Non-negative multiple matrix factorization
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Leveraging multi-domain prior knowledge in topic models
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Learning topical translation model for microblog hashtag suggestion
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Cross lingual entity linking with bilingual topic model
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Integrating semantic relatedness and words' intrinsic features for keyword extraction
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Celebrity recommendation with collaborative social topic regression
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Listening to the crowd: automated analysis of events via aggregated twitter sentiment
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Context-dependent conceptualization
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Recommendation using textual opinions
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Collaborative topic regression with social regularization for tag recommendation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Online egocentric models for citation networks
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Parametric local multimodal hashing for cross-view similarity search
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Tag-weighted topic model for mining semi-structured documents
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Scalable dynamic nonparametric Bayesian models of content and users
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Semi-supervised structuring of complex data
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
A Graph Analytical Approach for Topic Detection
ACM Transactions on Internet Technology (TOIT)
Tópicos de pesquisa e rede de coautoria no Simpósio Brasileiro de Sistemas Colaborativos
Proceedings of the X Brazilian Symposium in Collaborative Systems
Learning mixtures of arbitrary distributions over large discrete domains
Proceedings of the 5th conference on Innovations in theoretical computer science
Multilingual probabilistic topic modeling and its applications in web mining and search
Proceedings of the 7th ACM international conference on Web search and data mining
Exploratory search with semantic transformations using collaborative knowledge bases
Proceedings of the 7th ACM international conference on Web search and data mining
Latent dirichlet allocation based diversified retrieval for e-commerce search
Proceedings of the 7th ACM international conference on Web search and data mining
Detecting non-gaussian geographical topics in tagged photo collections
Proceedings of the 7th ACM international conference on Web search and data mining
Proceedings of the 7th ACM international conference on Web search and data mining
Trust, but verify: predicting contribution quality for knowledge base construction and curation
Proceedings of the 7th ACM international conference on Web search and data mining
Scalable topic-specific influence analysis on microblogs
Proceedings of the 7th ACM international conference on Web search and data mining
Entity linking at the tail: sparse signals, unknown entities, and phrase models
Proceedings of the 7th ACM international conference on Web search and data mining
Going beyond Corr-LDA for detecting specific comments on news & blogs
Proceedings of the 7th ACM international conference on Web search and data mining
Nonparametric bayesian upstream supervised multi-modal topic models
Proceedings of the 7th ACM international conference on Web search and data mining
Social collaborative retrieval
Proceedings of the 7th ACM international conference on Web search and data mining
Estimating ad group performance in sponsored search
Proceedings of the 7th ACM international conference on Web search and data mining
Proceedings of the companion publication of the 17th ACM conference on Computer supported cooperative work & social computing
User behavior learning and transfer in composite social networks
ACM Transactions on Knowledge Discovery from Data (TKDD) - Casin special issue
Improving government services with social media feedback
Proceedings of the 19th international conference on Intelligent User Interfaces
Expediting expertise: supporting informal social learning in the enterprise
Proceedings of the 19th international conference on Intelligent User Interfaces
Computing paper similarity based on latent dirichlet allocation
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
SNS-based issue detection and related news summarization scheme
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
The emergence of semantic meaning in the ventral temporal pathway
Journal of Cognitive Neuroscience
Probabilistic topic models for sequence data
Machine Learning
Improving software modularization via automated analysis of latent topics and dependencies
ACM Transactions on Software Engineering and Methodology (TOSEM)
Finding topic-level experts in scholarly networks
Scientometrics
Evaluating Word Sense Induction and Disambiguation Methods
Language Resources and Evaluation
Latent topic model for audio retrieval
Pattern Recognition
Self-help: Seeking out perplexing images for ever improving topological mapping
International Journal of Robotics Research
Unsupervised online learning for long-term autonomy
International Journal of Robotics Research
Partial-update dimensionality reduction for accumulating co-occurrence events
Pattern Recognition Letters
Event identification in web social media through named entity recognition and topic modeling
Data & Knowledge Engineering
Unsupervised mining of frequent tags for clinical eligibility text indexing
Journal of Biomedical Informatics
Cross domain recommendation based on multi-type media fusion
Neurocomputing
Studying software evolution using topic models
Science of Computer Programming
A framework for automated construction of resource space based on background knowledge
Future Generation Computer Systems
Modeling and broadening temporal user interest in personalized news recommendation
Expert Systems with Applications: An International Journal
Semantic compared cross impact analysis
Expert Systems with Applications: An International Journal
Topic segmentation and labeling in asynchronous conversations
Journal of Artificial Intelligence Research
On the Bingham distribution with large dimension
Journal of Multivariate Analysis
On the Bingham distribution with large dimension
Journal of Multivariate Analysis
Visualizing semantic space of online discourse: the knowledge forum case
Proceedings of the Fourth International Conference on Learning Analytics And Knowledge
Language-motivated approaches to action recognition
The Journal of Machine Learning Research
Timeline generation: tracking individuals on twitter
Proceedings of the 23rd international conference on World wide web
Comment-based multi-view clustering of web 2.0 items
Proceedings of the 23rd international conference on World wide web
The dual-sparse topic model: mining focused topics and focused terms in short text
Proceedings of the 23rd international conference on World wide web
Recommending investors for crowdfunding projects
Proceedings of the 23rd international conference on World wide web
A time-based collective factorization for topic discovery and monitoring in news
Proceedings of the 23rd international conference on World wide web
Finding progression stages in time-evolving event sequences
Proceedings of the 23rd international conference on World wide web
A PAM-based ontology concept and hierarchy learning method
Journal of Information Science
Keyword extraction for blogs based on content richness
Journal of Information Science
Sparse representation for robust abnormality detection in crowded scenes
Pattern Recognition
Special Section on Visual Analytics: Social media analytics for competitive advantage
Computers and Graphics
Static test case prioritization using topic models
Empirical Software Engineering
How changes affect software entropy: an empirical study
Empirical Software Engineering
Tag recommendation for open source software
Frontiers of Computer Science: Selected Publications from Chinese Universities
Object-based visual query suggestion
Multimedia Tools and Applications
A probabilistic approach to mining mobile phone data sequences
Personal and Ubiquitous Computing
Continuous human action recognition in real time
Multimedia Tools and Applications
Multimedia Tools and Applications
Latent word context model for information retrieval
Information Retrieval
Using temporal bursts for query modeling
Information Retrieval
Personalized recommendation based on review topics
Service Oriented Computing and Applications
Semantic Characterization of Tweets Using Topic Models: A Use Case in the Entertainment Domain
International Journal on Semantic Web & Information Systems
The ACL anthology network corpus
Language Resources and Evaluation
A Multi-View Embedding Space for Modeling Internet Images, Tags, and Their Semantics
International Journal of Computer Vision
Sequential Summarization: A Full View of Twitter Trending Topics
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Bayesian Nonparametrics for Microphone Array Processing
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Genre-Based Music Language Modeling with Latent Hierarchical Pitman-Yor Process Allocation
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Identifying interesting Twitter contents using topical analysis
Expert Systems with Applications: An International Journal
Sentiment topic models for social emotion mining
Information Sciences: an International Journal
Empirical Software Engineering
How do open source communities blog?
Empirical Software Engineering
Extracting news blog hot topics based on the W2T Methodology
World Wide Web
Roles in social networks: Methodologies and research issues
Web Intelligence and Agent Systems
CooL-AgentSpeak: Endowing AgentSpeak-DL agents with plan exchange and ontology services
Web Intelligence and Agent Systems
Leveraging social network analysis with topic models and the Semantic Web extended
Web Intelligence and Agent Systems - Web Intelligence and Communities
International Journal of Computer Vision
Enhanced semantic representation for improved ontology-based information retrieval
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 2 of 2
A tour of machine learning: An AI perspective
AI Communications - ECAI 2012 Turing and Anniversary Track
Corpus-based terminological evaluation of ontologies
Applied Ontology - Ontologies and Terminologies: Continuum or Dichotomy?
Future trends in business analytics and optimization
Intelligent Data Analysis
Multimedia Tools and Applications
Predictive Distribution of the Dirichlet Mixture Model by Local Variational Inference
Journal of Signal Processing Systems
Journal of Signal Processing Systems
Activity-based topic discovery
Web Intelligence and Agent Systems
Discovery of clinical pathway patterns from event logs using probabilistic topic models
Journal of Biomedical Informatics
A jointly distributed semi-supervised topic model
Neurocomputing
Improvement quality of the recommendation system using the intrinsic context
Journal of Mobile Multimedia
Novel document detection for massive data streams using distributed dictionary learning
IBM Journal of Research and Development
Hi-index | 0.09 |
We describe latent Dirichlet allocation (LDA), a generative probabilistic model for collections of discrete data such as text corpora. LDA is a three-level hierarchical Bayesian model, in which each item of a collection is modeled as a finite mixture over an underlying set of topics. Each topic is, in turn, modeled as an infinite mixture over an underlying set of topic probabilities. In the context of text modeling, the topic probabilities provide an explicit representation of a document. We present efficient approximate inference techniques based on variational methods and an EM algorithm for empirical Bayes parameter estimation. We report results in document modeling, text classification, and collaborative filtering, comparing to a mixture of unigrams model and the probabilistic LSI model.