Probabilistic latent semantic indexing

Bridging the lexical chasm: statistical approaches to answer-finding

SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval

Document clustering using word clusters via the information bottleneck method

SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval

Learning probabilistic models of the Web (poster session)

SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval

Topic segmentation with an aspect hidden Markov model

Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval

Probabilistic modeling of transaction data with applications to profiling, visualization, and prediction

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Bipartite graph partitioning and data clustering

Proceedings of the tenth international conference on Information and knowledge management

Text classification in a hierarchical mixture model for small training sets

Proceedings of the tenth international conference on Information and knowledge management

A context vector model for information retrieval

Journal of the American Society for Information Science and Technology

Using genetic algorithms to find suboptimal retrieval expert combinations

Proceedings of the 2002 ACM symposium on Applied computing

Methods and metrics for cold-start recommendations

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval

Topic-based document segmentation with probabilistic latent semantic analysis

Proceedings of the eleventh international conference on Information and knowledge management

Inferring query models by computing information flow

Proceedings of the eleventh international conference on Information and knowledge management

Eigentaste: A Constant Time Collaborative Filtering Algorithm

Information Retrieval

Related, but not Relevant: Content-Based Collaborative Filtering in TREC-8

Information Retrieval

Concept Decompositions for Large Sparse Text Data Using Clustering

Machine Learning

Summarizing archived discussions: a beginning

Proceedings of the 8th international conference on Intelligent user interfaces

Browsing-based conceptual information retrieval incorporating dictionary term relations, keyword association, and a user's interest

Journal of the American Society for Information Science and Technology

Optimal Mixture Models in IR

Proceedings of the 24th BCS-IRSG European Colloquium on IR Research: Advances in Information Retrieval

Learning What People (Don't) Want

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

Variational Extensions to EM and Multinomial PCA

ECML '02 Proceedings of the 13th European Conference on Machine Learning

Algebraic Techniques for Analysis of Large Discrete-Valued Datasets

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

Information Retrieval Based on Statistical Language Models

ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems

QUEST - Querying Specialized Collections on the Web

ECDL '00 Proceedings of the 4th European Conference on Research and Advanced Technology for Digital Libraries

Topic Extraction from Text Documents Using Multiple-Cause Networks

PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

Probabilistic Topic Maps: Navigating through Large Text Collections

IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis

A probabilistic model for latent semantic indexing in information retrieval and filtering

Computational information retrieval

Learning retrieval expert combinations with genetic algorithms

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

A case for associative peer to peer overlays

ACM SIGCOMM Computer Communication Review

Enhanced word clustering for hierarchical text classification

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Topics in 0--1 data

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Single-shot detection of multiple categories of text using parametric mixture models

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Identifying semantic relations in text

Exploring artificial intelligence in the new millennium

A maximal figure-of-merit learning approach to text categorization

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval

Text categorization by boosting automatically extracted concepts

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval

Latent concepts and the number orthogonal factors in latent semantic analysis

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval

Collaborative filtering via gaussian probabilistic latent semantic analysis

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

Topic analysis using a finite mixture model

Information Processing and Management: an International Journal

Telcordia LSI Engine: Implementation and Scalability Issues

RIDE '01 Proceedings of the 11th International Workshop on research Issues in Data Engineering

Latent dirichlet allocation

The Journal of Machine Learning Research

A divisive information theoretic feature clustering algorithm for text classification

The Journal of Machine Learning Research

Applying Machine Learning to Text Segmentation for Information Retrieval

Information Retrieval

Information-theoretic co-clustering

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining

Representing interests as a hyperlinked document collection

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

Link mining: a new data mining challenge

ACM SIGKDD Explorations Newsletter

Latent semantic models for collaborative filtering

ACM Transactions on Information Systems (TOIS)

Topic-based mixture language modelling

Natural Language Engineering

A Maximum Entropy Approach for Collaborative Filtering

Journal of VLSI Signal Processing Systems

Locality preserving indexing for document representation

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

GaP: a factor model for discrete data

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

Parsimonious language models for information retrieval

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

Information retrieval using word senses: root sense tagging approach

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

User biased document language modelling

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

Fully automatic cross-associations

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Web usage mining based on probabilistic latent semantic analysis

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

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

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

CROC: A New Evaluation Criterion for Recommender Systems

Electronic Commerce Research

A discriminative HMM/N-gram-based retrieval approach for mandarin spoken documents

ACM Transactions on Asian Language Information Processing (TALIP)

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

Test Data Likelihood for PLSA Models

Information Retrieval

A probabilistic model for Latent Semantic Indexing: Research Articles

Journal of the American Society for Information Science and Technology

Eigenvalue-based model selection during latent semantic indexing: Research Articles

Journal of the American Society for Information Science and Technology

A comparative evaluation of data-driven models in translation selection of machine translation

COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1

Incorporating context in text analysis by interactive activation with competition artificial neural networks

Information Processing and Management: an International Journal

Dimension-reduced estimation of word co-occurrence probability

ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics

Orthogonal locality preserving indexing

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

Variable latent semantic indexing

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

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

Discovering user access pattern based on probabilistic latent factor model

ADC '05 Proceedings of the 16th Australasian database conference - Volume 39

Modeling word burstiness using the Dirichlet distribution

ICML '05 Proceedings of the 22nd international conference on Machine learning

A model for handling approximate, noisy or incomplete labeling in text classification

ICML '05 Proceedings of the 22nd international conference on Machine learning

SWISH: semantic analysis of window titles and switching history

Proceedings of the 11th international conference on Intelligent user interfaces

Estimating satisfactoriness of selectional restriction from corpus without a thesaurus

ACM Transactions on Asian Language Information Processing (TALIP)

Topic analysis using a finite mixture model

EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13

Probabilistic topic decomposition of an eighteenth-century American newspaper

Journal of the American Society for Information Science and Technology

Using hybrid networks for the analysis of online software development communities

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Introducing lateral thinking in search engines

Genetic Programming and Evolvable Machines

Exploring social annotations for the semantic web

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

Topic-oriented query expansion for web search

Proceedings of the 15th international conference on World Wide Web

Spectral clustering for multi-type relational data

ICML '06 Proceedings of the 23rd international conference on Machine learning

Searchstrings revealing user intent: a better understanding of user perception

ICWE '06 Proceedings of the 6th international conference on Web engineering

A maximal figure-of-merit (MFoM)-learning approach to robust classifier design for text categorization

ACM Transactions on Information Systems (TOIS)

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

Latent semantic analysis for multiple-type interrelated data objects

SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval

Probabilistic latent query analysis for combining multiple retrieval sources

SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval

A mixture model for contextual text mining

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Discovering task-oriented usage pattern for web recommendation

ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49

A New Text Categorization Technique Using Distributional Clustering and Learning Logic

IEEE Transactions on Knowledge and Data Engineering

Multivariate information bottleneck

Neural Computation

Similarity of Semantic Relations

Computational Linguistics

Secure deletion from inverted indexes on compliance storage

Proceedings of the second ACM workshop on Storage security and survivability

Multi-task text segmentation and alignment based on weighted mutual information

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management

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

Selection of effective contextual information for automatic synonym acquisition

ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics

Japanese dependency parsing using co-occurrence information and a combination of case elements

ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics

Generating overview summaries of ongoing email thread discussions

COLING '04 Proceedings of the 20th international conference on Computational Linguistics

An information-theoretic approach to automatic evaluation of summaries

HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics

Associative search in peer to peer networks: Harnessing latent semantics

Computer Networks: The International Journal of Computer and Telecommunications Networking

Topic sentiment mixture: modeling facets and opinions in weblogs

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

A probabilistic semantic approach for discovering web services

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

Learning Parts-Based Representations of Data

The Journal of Machine Learning Research

Efficient topic-based unsupervised name disambiguation

Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries

Exploring human judgement of digital imagery

ACSC '07 Proceedings of the thirtieth Australasian conference on Computer science - Volume 62

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

A music search engine built upon audio-based and web-based similarity measures

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Combining content and link for classification using matrix factorization

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

A new approach for evaluating query expansion: query-document term mismatch

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

The uncovering of hidden structures by Latent Semantic Analysis

Information Sciences: an International Journal

Predictive discrete latent factor models for large scale dyadic data

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

Automatic labeling of multinomial topic models

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

Information-theoretic semantic multimedia indexing

Proceedings of the 6th ACM international conference on Image and video retrieval

Blog search and mining in the business domain

Proceedings of the 2007 international workshop on Domain driven data mining

Quantifying query ambiguity

HLT '02 Proceedings of the second international conference on Human Language Technology Research

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

TV ad video categorization with probabilistic latent concept learning

Proceedings of the international workshop on Workshop on multimedia information retrieval

Large-scale multimodal semantic concept detection for consumer video

Proceedings of the international workshop on Workshop on multimedia information retrieval

ProbMap -- A probabilistic approach for mapping large document collections

Intelligent Data Analysis

Short communication: Variable space hidden Markov model for topic detection and analysis

Knowledge-Based Systems

Query expansion and dimensionality reduction: Notions of optimality in Rocchio relevance feedback and latent semantic indexing

Information Processing and Management: an International Journal

Mining geographic knowledge using location aware topic model

Proceedings of the 4th ACM workshop on Geographical information retrieval

Regularized locality preserving indexing via spectral regression

Proceedings of the sixteenth ACM conference on Conference on information and knowledge management

Improve retrieval accuracy for difficult queries using negative feedback

Proceedings of the sixteenth ACM conference on Conference on information and knowledge management

Unsupervised texture classification: Automatically discover and classify texture patterns

Image and Vision Computing

Using PLSI-U to detect insider threats by datamining e-mail

International Journal of Security and Networks

Efficiently finding web services using a clustering semantic approach

Proceedings of the 2008 international workshop on Context enabled source and service selection, integration and adaptation: organized with the 17th International World Wide Web Conference (WWW 2008)

A method for computing lexical semantic distance using linear functionals

Web Semantics: Science, Services and Agents on the World Wide Web

Topic modeling with network regularization

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

Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words

International Journal of Computer Vision

Machine learning techniques for business blog search and mining

Expert Systems with Applications: An International Journal

Nonnegative matrix factorization with Gaussian process priors

Computational Intelligence and Neuroscience - Advances in Nonnegative Matrix and Tensor Factorization

A probabilistic ranking framework using unobservable binary events for video search

CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval

Knowledge transformation from word space to document space

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval

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

Topic-bridged PLSA for cross-domain text classification

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval

Improving biomedical document retrieval using domain knowledge

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval

Posterior probabilistic clustering using NMF

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval

Semantic representation of multimedia content: Knowledge representation and semantic indexing

Multimedia Tools and Applications

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

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

Relational learning via collective matrix factorization

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

An empirical study of a cross-level association rule mining approach to cold-start recommendations

Knowledge-Based Systems

A Graphical Model for Content Based Image Suggestion and Feature Selection

PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases

Entity Ranking from Annotated Text Collections Using Multitype Topic Models

Focused Access to XML Documents

Learning Ontologies of Appropriate Size

SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications

Towards Trust-Based Acquisition of Unverifiable Information

CIA '08 Proceedings of the 12th international workshop on Cooperative Information Agents XII

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

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

Multidimensional content eXploration

Proceedings of the VLDB Endowment

Tied boltzmann machines for cold start recommendations

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

Classifying networked entities with modularity kernels

Proceedings of the 17th ACM conference on Information and knowledge management

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

Multi-aspect expertise matching for review assignment

Proceedings of the 17th ACM conference on Information and knowledge management

An extension of PLSA for document clustering

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

Integrating clustering and multi-document summarization to improve document understanding

Proceedings of the 17th ACM conference on Information and knowledge management

Incorporation of corpus-specific semantic information into question answering context

Proceedings of the 2nd international workshop on Ontologies and information systems for the semantic web

Web page classification: Features and algorithms

ACM Computing Surveys (CSUR)

Flickr distance

MM '08 Proceedings of the 16th ACM international conference on Multimedia

Locality condensation: a new dimensionality reduction method for image retrieval

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

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

Word Topic Models for Spoken Document Retrieval and Transcription

ACM Transactions on Asian Language Information Processing (TALIP)

Unsupervised Text Learning Based on Context Mixture Model with Dirichlet Prior

Advanced Web and NetworkTechnologies, and Applications

The Effect of Weighted Term Frequencies on Probabilistic Latent Semantic Term Relationships

SPIRE '08 Proceedings of the 15th International Symposium on String Processing and Information Retrieval

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

Improving Recognition through Object Sub-categorization

ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II

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

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

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

Development of an adaptive learning case recommendation approach for problem-based e-learning on mathematics teaching for students with mild disabilities

Expert Systems with Applications: An International Journal

Clustering the tagged web

Proceedings of the Second ACM International Conference on Web Search and Data Mining

Mining common topics from multiple asynchronous text streams

Proceedings of the Second ACM International Conference on Web Search and Data Mining

Effective latent space graph-based re-ranking model with global consistency

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

Toward Multi-modal Music Emotion Classification

PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing

Multimodal Speaker Identification Based on Text and Speech

Biometrics and Identity Management

Latent Style Model: Discovering writing styles for calligraphy works

Journal of Visual Communication and Image Representation

Merging element fuzzy cognitive maps

Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication

On the properties of von Neumann kernels for link analysis

Machine Learning

Adaptively Combining Local with Global Information for Natural Scenes Categorization

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

What makes conversations interesting?: themes, participants and consequences of conversations in online social media

Proceedings of the 18th international conference on World wide web

Extracting community structure through relational hypergraphs

Proceedings of the 18th international conference on World wide web

Probabilistic question recommendation for question answering communities

Proceedings of the 18th international conference on World wide web

A sentence level probabilistic model for evolutionary theme pattern mining from news corpora

Proceedings of the 2009 ACM symposium on Applied Computing

Exploiting noun phrases and semantic relationships for text document clustering

Information Sciences: an International Journal

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

On the Impact of Lexical and Linguistic Features in Genre- and Domain-Based Categorization

CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing

Ranking Method of Object-Attribute-Evaluation Three-Tuples for Opinion Retrieval

New Frontiers in Artificial Intelligence

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

Supervised Semantic Indexing

ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval

Using backward elimination with a new model order reduction algorithm to select best double mixture model for document clustering

Expert Systems with Applications: An International Journal

Efficient storage and retrieval of probabilistic latent semantic information for information retrieval

The VLDB Journal — The International Journal on Very Large Data Bases

A Broker for Universal Access to Web Services

CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference

Probabilistic dyadic data analysis with local and global consistency

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

Regression-based latent factor models

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

Connections between the lines: augmenting social networks with text

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

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

Ensemble document clustering using weighted hypergraph generated by NMF

ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions

Social recommender systems for web 2.0 folksonomies

Proceedings of the 20th ACM conference on Hypertext and hypermedia

A new dual wing harmonium model for document retrieval

Pattern Recognition

Probabilistic Latent Semantic Analysis for Search and Mining of Corporate Blogs

Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance

Simultaneously modeling semantics and structure of threaded discussions: a sparse coding approach and its applications

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 latent topic model for linked documents

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval

Accelerating Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation with Nvidia CUDA Compatible Devices

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

A pipeline approach for syntactic and semantic dependency parsing

CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning

A new document representation using term frequency and vectorized graph connectionists with application to document retrieval

Expert Systems with Applications: An International Journal

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

An Ad Hoc Information Retrieval Perspective on PLSI through Language Model Identification

ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory

Chinese Blog Clustering by Hidden Sentiment Factors

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications

Online New Event Detection Based on IPLSA

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications

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

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

Japanese query alteration based on semantic similarity

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

Answer credibility: a language modeling approach to answer validation

NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers

The latent relation mapping engine: algorithm and experiments

Journal of Artificial Intelligence Research

Dynamic mixture models for multiple time series

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Spatio-temporal shape contexts for human action retrieval

IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics

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

A latent semantic retrieval and clustering system for personal photos with sparse speech annotation

SSCS '09 Proceedings of the third workshop on Searching spontaneous conversational speech

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

Semantic concept annotation based on audio PLSA model

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

Mining Hidden Concepts for Ontology Extension Using Multivariate Probabilistic Modeling

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01

Places clustering of full-length film key-framesusing latent aspect modeling over SIFT matches

IEEE Transactions on Circuits and Systems for Video Technology

An e-mail analysis method based on text mining techniques

Applied Soft Computing

A translation model for matching reviews to objects

Proceedings of the 18th ACM conference on Information and knowledge management

Supervised semantic indexing

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

sDoc: exploring social wisdom for document enhancement in web mining

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

Clustering web queries

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

PQC: personalized query classification

Proceedings of the 18th ACM conference on Information and knowledge management

Constrained multi-aspect expertise matching for committee review assignment

Proceedings of the 18th ACM conference on Information and knowledge management

Cross-domain sentiment classification using a two-stage method

Proceedings of the 18th ACM conference on Information and knowledge management

Image categorization via robust pLSA

Pattern Recognition Letters

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

Understanding video events: a survey of methods for automatic interpretation of semantic occurrences in video

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

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)

Explicit versus latent concept models for cross-language information retrieval

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence

Context-sensitive semantic smoothing using semantically relatable sequences

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence

A content-based method to enhance tag recommendation

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence

The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies

Journal of the ACM (JACM)

Privacy-preserving similarity-based text retrieval

ACM Transactions on Internet Technology (TOIT)

Spoken document retrieval using topic models

Proceedings of the 3rd International Universal Communication Symposium

Using metadata for query refinement and recommendation

DCMI '09 Proceedings of the 2009 International Conference on Dublin Core and Metadata Applications

Unified linear subspace approach to semantic analysis

Journal of the American Society for Information Science and Technology

iNextCube: information network-enhanced text cube

Proceedings of the VLDB Endowment

Graph clustering based on structural/attribute similarities

Proceedings of the VLDB Endowment

A non-negative matrix tri-factorization approach to sentiment classification with lexical prior knowledge

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

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

A Neural Network Model of Metaphor Generation with Dynamic Interaction

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I

Japanese Spontaneous Spoken Document Retrieval Using NMF-Based Topic Models

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

Efficient Probabilistic Latent Semantic Analysis through Parallelization

AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology

Representing Context Information for Document Retrieval

FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems

Estimating Likelihoods for Topic Models

ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning

A divide-and-conquer approach to latent perceptual indexing of audio for large web 2.0 applications

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

Language-model-based detection cascade for efficient classification of image-based spam e-mail

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo

Connecting content to community in social media via image content, user tags and user communication

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-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

Latent document re-ranking

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3

The Probabilistic Relevance Framework: BM25 and Beyond

Foundations and Trends in Information Retrieval

Incorporating context in text analysis by interactive activation with competition artificial neural networks

Information Processing and Management: an International Journal

Advanced Techniques in CBIR: Local Descriptors, Visual Dictionaries and Bags of Features

SIBGRAPI-TUTORIALS '09 Proceedings of the 2009 Tutorials of the XXII Brazilian Symposium on Computer Graphics and Image Processing

Visual block link analysis for image re-ranking

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

Recognition of object categories using affine kernels

Proceedings of the international conference on Multimedia information retrieval

Improving document clustering in a learned concept space

Information Processing and Management: an International Journal

How to use the Kohonen algorithm to simultaneously analyze individuals and modalities in a survey

Neurocomputing

OPTIMOL: Automatic Online Picture Collection via Incremental Model Learning

International Journal of Computer Vision

Unsupervised Object Discovery: A Comparison

International Journal of Computer Vision

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

Understanding latent semantic indexing: A topological structure analysis using Q-analysis

Journal of the American Society for Information Science and Technology

Neural based approach to keyword extraction from documents

ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI

When are links useful? experiments in text classification

ECIR'03 Proceedings of the 25th European conference on IR research

An empirical study on dimensionality optimization in text mining for linguistic knowledge acquisition

PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining

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

Detecting cyber security threats in weblogs using probabilistic models

PAISI'07 Proceedings of the 2007 Pacific Asia conference on Intelligence and security informatics

Modeling term associations for ad-hoc retrieval performance within language modeling framework

ECIR'07 Proceedings of the 29th European conference on IR research

Query expansion using a collection dependent probabilistic latent semantic thesaurus

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining

Hybrid singular value decomposition: a model of human text classification

Proceedings of the 2007 conference on Human interface: Part I

Natural language based heavy personal assistant architecture for information retrieval and presentation

Proceedings of the 2007 conference on Human interface: Part II

Data mining for web personalization

The adaptive web

Integrating all stages of information systems development by means of natural language processing

REFSQ'07 Proceedings of the 13th international working conference on Requirements engineering: foundation for software quality

Discovering web services based on probabilistic latent factor model

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management

Risk context effects in inductive reasoning: an experimental and computational modeling study

CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context

The anatomy of a large-scale social search engine

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

Supervised and semi-supervised separation of sounds from single-channel mixtures

ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation

Intuitive display for search engines toward fast detection of peculiar WWW pages

WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics

Probabilistic techniques for corporate blog mining

PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining

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

Semi-latent Dirichlet allocation: a hierarchical model for human action recognition

Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation

Query expansion for the language modelling framework using the naïve Bayes assumption

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

Entity network prediction using multitype topic models

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

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

Construction of a probabilistic hierarchical structure based on a Japanese corpus and a Japanese thesaurus

LKR'08 Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application

A computational model of risk-context-dependent inductive reasoning based on a support vector machine

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

FLPI: an optimal algorithm for document indexing

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

Knowledge extraction with non-negative matrix factorization for text classification

IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning

Probabilistic word vector and similarity based on dictionaries

CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing

Modeling documents as mixtures of persons for expert finding

ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval

Semi-supervised document classification with a mislabeling error model

ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval

A Bayesian framework for community detection integrating content and link

UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence

Model-based subspace clustering of non-Gaussian data

Neurocomputing

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

Statistical modeling of large distribution sets

Proceedings of the Fourth SIGMOD PhD Workshop on Innovative Database Research

Extracting discriminative features using non-negative matrix factorization in financial distress data

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms

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

Bug localization using latent Dirichlet allocation

Information and Software Technology

Learning to rank with (a lot of) word features

Information Retrieval

Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on Stiefel manifolds

Information Processing and Management: an International Journal

Modeling the evolution of associated data

Data & Knowledge Engineering

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

Discriminative topic modeling based on manifold learning

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

An information-theoretic framework for semantic-multimedia retrieval

ACM Transactions on Information Systems (TOIS)

A topological embedding of the lexicon for semantic distance computation

Natural Language Engineering

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

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

JAIST: Clustering and classification based approaches for Japanese WSD

SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation

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

Audio-based semantic concept classification for consumer video

IEEE Transactions on Audio, Speech, and Language Processing

Semantics-preserving bag-of-words models and applications

IEEE Transactions on Image Processing

Affiliation recommendation using auxiliary networks

Proceedings of the fourth ACM conference on Recommender systems

Enhanced vector space models for content-based recommender systems

Proceedings of the fourth ACM conference on Recommender systems

Experts' retrieval with multiword-enhanced author topic model

SS '10 Proceedings of the NAACL HLT 2010 Workshop on Semantic Search

A Combination Approach to Web User Profiling

ACM Transactions on Knowledge Discovery from Data (TKDD)

A comparative study of Bayesian models for unsupervised sentiment detection

CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning

Automatic keyphrase extraction via topic decomposition

EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing

Efficient set-correlation operator inside databases

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management

Decomposing background topics from keywords by principal component pursuit

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

Identifying new categories in community question answering archives: a topic modeling approach

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management

A coarse-to-fine framework to efficiently thwart plagiarism

Pattern Recognition

Human action recognition using key points displacement

ICISP'10 Proceedings of the 4th international conference on Image and signal processing

Privacy preserving video surveillance using pedestrian tracking mechanism

Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence

Learning case adaptation for problem-oriented e-learning on mathematics teaching for students with mild disabilities

Expert Systems with Applications: An International Journal

Show me a good time: using content to provide activity awareness to collaborators with activityspotter

Proceedings of the 16th ACM international conference on Supporting group work

A hybrid recommendation method with double SVD reduction

DASFAA'10 Proceedings of the 15th international conference on Database systems for advanced applications

Weakly-paired maximum covariance analysis for multimodal dimensionality reduction and transfer learning

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II

Topic models conditioned on relations

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III

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

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

Clustering Large Attributed Graphs: A Balance between Structural and Attribute Similarities

ACM Transactions on Knowledge Discovery from Data (TKDD)

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

Investigating retrieval performance with manually-built topic models

Large Scale Semantic Access to Content (Text, Image, Video, and Sound)

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

Word AdHoc Network: Using Google Core Distance to extract the most relevant information

Knowledge-Based Systems

Using Google latent semantic distance to extract the most relevant information

Expert Systems with Applications: An International Journal

Learning summary content units with topic modeling

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

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

Hierarchical topic-based communities construction for authors in a literature database

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II

Modeling DNS activities based on probabilistic latent semantic analysis

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II

Generative group activity analysis with quaternion descriptor

MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II

Pedestrian tracking based on hidden-latent temporal Markov chain

MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II

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

On the Complexity of Nonnegative Matrix Factorization

SIAM Journal on Optimization

Concept-Based Information Retrieval Using Explicit Semantic Analysis

ACM Transactions on Information Systems (TOIS)

AskHERMES: An online question answering system for complex clinical questions

Journal of Biomedical Informatics

Learning to model relatedness for news recommendation

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

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

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

Nonnegative tensor factorization as an alternative Csiszar---Tusnady procedure: algorithms, convergence, probabilistic interpretations and novel probabilistic tensor latent variable analysis algorithms

Data Mining and Knowledge Discovery

Investigating task performance of probabilistic topic models: an empirical study of PLSA and LDA

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

Aspect-based extractive summarization of online reviews

Proceedings of the 2011 ACM Symposium on Applied Computing

RPLSA: A novel updating scheme for Probabilistic Latent Semantic Analysis

Computer Speech and Language

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

Integrating Document Clustering and Multidocument Summarization

ACM Transactions on Knowledge Discovery from Data (TKDD)

Community Discovery via Metagraph Factorization

ACM Transactions on Knowledge Discovery from Data (TKDD)

On summarizing graph homogeneously

DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced 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

Is singular value decomposition useful for word similarity extraction?

Language Resources and Evaluation

Latent visual context learning for web image applications

Pattern Recognition

A latent topic extracting method based on events in a document and its application

HLT-SS '11 Proceedings of the ACL 2011 Student Session

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

Developing Position Structure-Based Framework for Chinese Entity Relation Extraction

ACM Transactions on Asian Language Information Processing (TALIP)

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

Active learning to maximize accuracy vs. effort in interactive information retrieval

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

Composite hashing with multiple information sources

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

ILDA: interdependent LDA model for learning latent aspects and their ratings from online product reviews

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

Document clustering with universum

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

Three pillars for congenial web searching: continuous evaluation for enhancing web search effectiveness

Journal of Web Engineering

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

Cross-lingual sentiment classification via bi-view non-negative matrix tri-factorization

PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I

Steering time-dependent estimation of posteriors with hyperparameter indexing in bayesian topic models

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

Automatic keyphrase extraction by bridging vocabulary gap

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

Large-scale matrix factorization with distributed stochastic gradient descent

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

Content-driven trust propagation framework

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining

Multi-view transfer learning with a large margin approach

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

Learning a Robust Relevance Model for Search Using Kernel Methods

The Journal of Machine Learning Research

Using a Wikipedia-based semantic relatedness measure for document clustering

TextGraphs-6 Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing

Location-based topic evolution

Proceedings of the 1st international workshop on Mobile location-based service

Topic graph based non-negative matrix factorization for transfer learning

ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems

Locally discriminative topic modeling

Pattern Recognition

Topic sentiment change analysis

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition

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

Probabilistic document model for automated document composition

Proceedings of the 11th ACM symposium on Document engineering

A multi-collection latent topic model for federated search

Information Retrieval

Scalable Affiliation Recommendation using Auxiliary Networks

ACM Transactions on Intelligent Systems and Technology (TIST)

On the equivalence between nonnegative tensor factorization and tensorial probabilistic latent semantic analysis

Applied Intelligence

On domain independence of author identification

IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning

P2LSA and P2LSA+: two paralleled probabilistic latent semantic analysis algorithms based on the mapreduce model

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

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

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

Folksonomy-based personalized search and ranking in social media services

Information Systems

Learning and classifying actions of construction workers and equipment using Bag-of-Video-Feature-Words and Bayesian network models

Advanced Engineering Informatics

Research on information measurement at semantic level

WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part II

Topic modeling of freelance job postings to monitor web service abuse

Proceedings of the 4th ACM workshop on Security and artificial intelligence

MEI: mutual enhanced infinite generative model for simultaneous community and topic detection

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

Extracting insights from social media with large-scale matrix approximations

IBM Journal of Research and Development

Intent-aware query similarity

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

A language model approach to capture commercial intent and information relevance for sponsored search

Proceedings of the 20th ACM international conference on Information and knowledge management

Assisting web search users by destination reachability

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

Behavior-driven clustering of queries into topics

Proceedings of the 20th ACM international conference on Information and knowledge management

PCA document reconstruction for email classification

Computational Statistics & Data Analysis

Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization

Neurocomputing

On optimization of expertise matching with various constraints

Neurocomputing

A multi-level matching method with hybrid similarity for document retrieval

Expert Systems with Applications: An International Journal

A study of the integration of passage-, document-, and cluster-based information for re-ranking search results

Information Retrieval

Event analytics via social media

SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access

Probabilistic latent semantic analysis

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence

Multivariate information bottleneck

UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence

Mining sentiments from songs using latent dirichlet allocation

IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X

Broadening vector space schemes for improving the quality of information retrieval

APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development

A unified probabilistic framework for clustering correlated heterogeneous web objects

APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development

Using probabilistic latent semantic analysis for personalized web search

APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development

Discriminative Topic Modeling Based on Manifold Learning

ACM Transactions on Knowledge Discovery from Data (TKDD)

Exploring multiple communities with kernel-based link analysis

PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases

The discrete basis problem

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

Visual aspect: a unified content-based collaborative filtering model for visual document recommendation

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I

Revisiting fisher kernels for document similarities

ECML'06 Proceedings of the 17th European conference on Machine Learning

Scene classification via pLSA

ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV

A novel updating scheme for probabilistic latent semantic indexing

SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence

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

Minimum redundancy cut in ontologies for semantic indexing

EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence

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

Detection of incorrect case assignments in paraphrase generation

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing

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

Topic oriented community detection through social objects and link analysis in social networks

Knowledge-Based Systems

The Markov selection model for concurrent speech recognition

Neurocomputing

A web recommendation technique based on probabilistic latent semantic analysis

WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering

From chatter to headlines: harnessing the real-time web for personalized news recommendation

Proceedings of the fifth ACM international conference on Web search and data mining

Overlaying communities and topics: an analysis on publication networks

Scientometrics

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 neural network model of metaphor understanding with dynamic interaction based on a statistical language analysis

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I

A robust approach for object recognition

PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing

Searching the village: models and methods for social search

Communications of the ACM

Enterprise information integration – a semantic approach

From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments

Adjusting mixture weights of gaussian mixture model via regularized probabilistic latent semantic analysis

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

SVM based automatic user profile construction for personalized search

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I

Topics modeling based on selective Zipf distribution

Expert Systems with Applications: An International Journal

Blogs as a collective war diary

Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work

PLSI utilization for automatic thesaurus construction

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing

An intelligent grading system for descriptive examination papers based on probabilistic latent semantic analysis

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence

User interest modeling and its application for question recommendation in user-interactive question answering systems

Information Processing and Management: an International Journal

Discriminative features for image classification and retrieval

Pattern Recognition Letters

Opinion helpfulness prediction in the presence of "words of few mouths"

World Wide Web

A study of homophily on social media

World Wide Web

Incremental visual objects clustering with the growing vocabulary tree

Multimedia Tools and Applications

Image similarity: from syntax to weak semantics

Multimedia Tools and Applications

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

A generative graphical model for collaborative filtering of visual content

ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining

An information filtering approach for the page zero problem

MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security

Machine Recognition of Music Emotion: A Review

ACM Transactions on Intelligent Systems and Technology (TIST)

A Generic Approach for Systematic Analysis of Sports Videos

ACM Transactions on Intelligent Systems and Technology (TIST)

Short documents clustering in very large text databases

WISE'06 Proceedings of the 7th international conference on Web Information Systems

An application of epidemiological modeling to information diffusion

SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction

A variational statistical framework for object detection

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II

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

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

Discrete component analysis

SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection

Social influence modeling on smartphone usage

ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II

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

Using predicate-argument structures for context-dependent opinion retrieval

ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II

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

An on-line NMF model for temporal pattern learning: theory with application to automatic speech recognition

LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation

User-generated metadata in audio-visual collections

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

Large scale microblog mining using distributed MB-LDA

Proceedings of the 21st international conference companion on World Wide Web

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

Semantic-based opinion retrieval using predicate-argument structures and subjective adjectives

AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology

A model-based EM method for topic person name multi-polarization

AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology

Learning Behavioural Context

International Journal of Computer Vision

A model-based approach to attributed graph clustering

SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data

Integer linear programming for Constrained Multi-Aspect Committee Review Assignment

Information Processing and Management: an International Journal

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

Computational models of inductive reasoning using a statistical analysis of a Japanese corpus

Cognitive Systems Research

LDA-Based topic modeling in labeling blog posts with wikipedia entries

APWeb'12 Proceedings of the 14th international conference on Web Technologies and Applications

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

An Aspect Query Language Model Based On Query Decomposition And High-Order Contextual Term Associations

Computational Intelligence

A hidden Markov model variant for sequence classification

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two

Generalized latent factor models for social network analysis

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two

Improving topic evaluation using conceptual knowledge

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three

Exploring probabilistic localized video representation for human action recognition

Multimedia Tools and Applications

Recommending Flickr groups with social topic model

Information Retrieval

Probabilistic semantic component descriptor

Multimedia Tools and Applications

Product characteristic weighting for designer from online reviews: an ordinal classification approach

Proceedings of the 2012 Joint EDBT/ICDT Workshops

iVisClustering: An Interactive Visual Document Clustering via Topic Modeling

Computer Graphics Forum

Memory-restricted latent semantic analysis to accumulate term-document co-occurrence events

Pattern Recognition Letters

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

A probabilistic graphical model for topic and preference discovery on social media

Neurocomputing

Making sense of healthcare benefits

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)

The contextual focused topic model

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

Fast bregman divergence NMF using taylor expansion and coordinate descent

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

Integrating meta-path selection with user-guided object clustering in heterogeneous information networks

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

Latent association analysis of document pairs

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

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

Quad-tuple PLSA: incorporating entity and its rating in aspect identification

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

Attribute-restricted latent topic model for person re-identification

Pattern Recognition

Learning a concept-based document similarity measure

Journal of the American Society for Information Science and Technology

Expertise Retrieval

Foundations and Trends 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

Social-network analysis using topic models

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

Social tie mining in company networks

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

A hybrid semi-supervised topic model

IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering

Enlister: baidu's recommender system for the biggest chinese Q&A website

Proceedings of the sixth ACM conference on Recommender systems

A study of recommending locations on location-based social network by collaborative filtering

Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence

Improving location prediction services for new users with probabilistic latent semantic analysis

Proceedings of the 2012 ACM Conference on Ubiquitous Computing

Intra-speaker topic modeling for improved multi-party meeting summarization with integrated random walk

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Stel Component Analysis: Joint Segmentation, Modeling and Recognition of Objects Classes

International Journal of Computer Vision

PowerGraph: distributed graph-parallel computation on natural graphs

OSDI'12 Proceedings of the 10th USENIX conference on Operating Systems Design and Implementation

Measuring author research relatedness: A comparison of word-based, topic-based, and author cocitation approaches

Journal of the American Society for Information Science and Technology

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

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

Modeling sentences in the latent space

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1

Exploring Geotagged images for land-use classification

Proceedings of the ACM multimedia 2012 workshop on Geotagging and its applications in multimedia

Why question answering using sentiment analysis and word classes

EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

The semantic GrowBag algorithm: automatically deriving categorization systems

ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries

Large-scale clustering and complete facet and tag calculation

ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries

Query-adaptive shape topic mining for hand-drawn sketch recognition

Proceedings of the 20th ACM international conference on Multimedia

Natural language processing and the conceptual model self-organizing map

NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems

Geo-location inference on news articles via multimodal pLSA

Proceedings of the 20th ACM international conference on Multimedia

Supervised cross-collection topic modeling

Proceedings of the 20th ACM international conference on Multimedia

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

Concept-based indexing of annotated images using semantic DNA

Engineering Applications of Artificial Intelligence

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

Incorporating word correlation into tag-topic model for semantic knowledge acquisition

Proceedings of the 21st ACM international conference on Information and knowledge management

Unsupervised discovery of opposing opinion networks from forum discussions

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

Recommending citations: translating papers into references

Proceedings of the 21st ACM international conference on Information and knowledge management

Question-answer topic model for question retrieval in community question answering

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

ADR-SPLDA: Activity discovery and recognition by combining sequential patterns and latent Dirichlet allocation

Pervasive and Mobile Computing

Authorship attribution based on a probabilistic topic model

Information Processing and Management: an International Journal

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

Computing text semantic relatedness using the contents and links of a hypertext encyclopedia

Artificial Intelligence

Pairwise clustering with t-PLSI

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II

Multi-aspect group formation using facility location analysis

Proceedings of the Seventeenth Australasian Document Computing Symposium

Regularized Latent Semantic Indexing: A New Approach to Large-Scale Topic Modeling

ACM Transactions on Information Systems (TOIS)

Context-based query using dependency structures based on latent topic model

MEDI'12 Proceedings of the 2nd international conference on Model and Data Engineering

Are buildings only instances?: exploration in architectural style categories

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing

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

Instrument identification and pitch estimation in multi-timbre polyphonic musical signals based on probabilistic mixture model decomposition

Journal of Intelligent Information Systems

On the equivalence of PLSI and projected clustering

ACM SIGMOD Record

Parallel rare term vector replacement: Fast and effective dimensionality reduction for text

Journal of Parallel and Distributed Computing

Automatic construction and enrichment of informal ontologies: A survey

Programming and Computing Software

Understanding Digital Documents Using Gestalt Properties of Isothetic Components

International Journal of Digital Library Systems

Continuous improvement of knowledge management systems using Six Sigma methodology

Robotics and Computer-Integrated Manufacturing

Knowledge kanban system for virtual research and development

Robotics and Computer-Integrated Manufacturing

What is the Conversation About?: A Topic-Model-Based Approach for Analyzing Customer Sentiments in Twitter

International Journal of Intelligent Information Technologies

Context-Aware Expert Finding in Tag Based Knowledge Sharing Communities

International Journal of Knowledge and Systems Science

Human interaction discovery in smartphone proximity networks

Personal and Ubiquitous Computing

Simultaneous Bayesian clustering and feature selection using RJMCMC-based learning of finite generalized Dirichlet mixture models

Signal Processing

Multimodal recognition of visual concepts using histograms of textual concepts and selective weighted late fusion scheme

Computer Vision and Image Understanding

Sparkler: supporting large-scale matrix factorization

Proceedings of the 16th International Conference on Extending Database Technology

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)

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)

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

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

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

A unified framework for monolingual and cross-lingual relevance modeling based on probabilistic topic models

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

Monolingual and cross-lingual probabilistic topic models and their applications 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

Visual tracking by proto-objects

Pattern Recognition

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

Cumulon: optimizing statistical data analysis in the cloud

Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data

Visual-interactive querying for multivariate research data repositories using bag-of-words

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

Weak signal identification with semantic web mining

Expert Systems with Applications: An International Journal

Co-regularized PLSA for multi-view clustering

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II

Image upscaling using multiple dictionaries of natural image patches

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III

RTS - an integrated analytic solution for managing regulation changes and their impact on business compliance

Proceedings of the ACM International Conference on Computing Frontiers

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

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

Tag recommendation in software information sites

Proceedings of the 10th Working Conference on Mining Software Repositories

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

MI2LS: multi-instance learning from multiple informationsources

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

Scalable text and link analysis with mixed-topic link models

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining

Unsupervised sentiment analysis with emotional signals

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

A biterm topic model for short texts

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

Towards a fair comparison between name disambiguation approaches

Proceedings of the 10th Conference on Open Research Areas in Information Retrieval

Academic network analysis: a joint topic modeling approach

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

Semantic Pattern Transformation: Applying Knowledge Discovery Processes in Heterogeneous Domains

Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies

A graph-based topic extraction method enabling simple interactive customization

Proceedings of the 2013 ACM symposium on Document engineering

Where is the business logic?

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

Exploiting Forum Thread Structures to Improve Thread Clustering

Proceedings of the 2013 Conference on the Theory of Information Retrieval

PathSelClus: Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks

ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012

Web objectionable text content detection using topic modeling technique

Expert Systems with Applications: An International Journal

Rapid speaker adaptation in latent speaker space with non-negative matrix factorization

Speech Communication

Structure and attributes community detection: comparative analysis of composite, ensemble and selection methods

Proceedings of the 7th Workshop on Social Network Mining and Analysis

Commonsense-based topic modeling

Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining

Cross-media semantic representation via bi-directional learning to rank

Proceedings of the 21st ACM international conference on Multimedia

Cross-language information retrieval models based on latent topic models trained with document-aligned comparable corpora

Information Retrieval

A learning approach to optimizing exploration---exploitation tradeoff in relevance feedback

Information Retrieval

Community-based user recommendation in uni-directional social networks

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management

A probabilistic mixture model for mining and analyzing product search log

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

Originator or propagator?: incorporating social role theory into topic models for twitter content analysis

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

Learning deep structured semantic models for web search using clickthrough data

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

Probabilistic latent class models for predicting student performance

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

Hypergraph Spectral Hashing for image retrieval with heterogeneous social contexts

Neurocomputing

Towards a journalist-based news recommendation system: The Wesomender approach

Expert Systems with Applications: An International Journal

LSA-PTM: a propagation-based topic model using latent semantic analysis on heterogeneous information networks

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

ATT: analyzing temporal dynamics of topics and authors in social media

Proceedings of the 3rd International Web Science Conference

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

Survey of social search from the perspectives of the village paradigm and online social networks

Journal of Information Science

Quantitative cross impact analysis with latent semantic indexing

Expert Systems with Applications: An International Journal

Kernel analysis on Grassmann manifolds for action recognition

Pattern Recognition Letters

Discovering different types of topics: factored topic models

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

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

Tag-weighted topic model for mining semi-structured documents

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

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

Computing paper similarity based on latent dirichlet allocation

Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication

Predicting relevant documents for enterprise communication contexts

Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication

Can predicate-argument structures be used for contextual opinion retrieval from blogs?

World Wide Web

Finding topic-level experts in scholarly networks

Scientometrics

Vision-based action recognition of earthmoving equipment using spatio-temporal features and support vector machine classifiers

Advanced Engineering Informatics

Partial-update dimensionality reduction for accumulating co-occurrence events

Pattern Recognition Letters

Cross domain recommendation based on multi-type media fusion

Neurocomputing

From clicking to consideration: A business intelligence approach to estimating consumers' consideration probabilities

Decision Support Systems

Music recommendation using text analysis on song requests to radio stations

Expert Systems with Applications: An International Journal

Semantic compared cross impact analysis

Expert Systems with Applications: An International Journal

Static test case prioritization using topic models

Empirical Software Engineering

Moving people tracking with detection by latent semantic analysis for visual surveillance applications

Multimedia Tools and Applications

Latent word context model for information retrieval

Information Retrieval

A Multi-View Embedding Space for Modeling Internet Images, Tags, and Their Semantics

International Journal of Computer Vision

Genre-Based Music Language Modeling with Latent Hierarchical Pitman-Yor Process Allocation

IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)

Expert group formation using facility location analysis

Information Processing and Management: an International Journal

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

TWILITE: A recommendation system for Twitter using a probabilistic model based on latent Dirichlet allocation

Information Systems

Human action categorization using discriminative local spatio-temporal feature weighting

Intelligent Data Analysis

Bayesian Sparse Topic Model

Journal of Signal Processing Systems

A jointly distributed semi-supervised topic model

Neurocomputing