Exploring the similarity space
ACM SIGIR Forum
Similarity-Based Models of Word Cooccurrence Probabilities
Machine Learning - Special issue on natural language learning
Contextual correlates of synonymy
Communications of the ACM
Placing search in context: the concept revisited
ACM Transactions on Information Systems (TOIS)
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Modern Information Retrieval
Building Large Knowledge-Based Systems; Representation and Inference in the Cyc Project
Building Large Knowledge-Based Systems; Representation and Inference in the Cyc Project
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
SEXTANT: exploring unexplored contexts for semantic extraction from syntactic analysis
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
Measures of distributional similarity
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
A web-based kernel function for measuring the similarity of short text snippets
Proceedings of the 15th international conference on World Wide Web
Evaluating WordNet-based Measures of Lexical Semantic Relatedness
Computational Linguistics
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
WikiRelate! computing semantic relatedness using wikipedia
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Corpus-based and knowledge-based measures of text semantic similarity
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Extended gloss overlaps as a measure of semantic relatedness
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Feature generation for text categorization using world knowledge
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Using Wikipedia technology for topic maps design
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
Exploiting web 2.0 forallknowledge-based information retrieval
Proceedings of the ACM first Ph.D. workshop in CIKM
Geographic co-occurrence as a tool for gir.
Proceedings of the 4th ACM workshop on Geographical information retrieval
Autonomously semantifying wikipedia
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Web Semantics: Science, Services and Agents on the World Wide Web
Proceedings of the 17th international conference on World Wide Web
Improving interaction with virtual globes through spatial thinking: helping users ask "why?"
Proceedings of the 13th international conference on Intelligent user interfaces
Towards breaking the quality curse.: a web-querying approach to web people search.
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Enhancing text clustering by leveraging Wikipedia semantics
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Case Authoring: From Textual Reports to Knowledge-Rich Cases
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Overview of INEX 2007 Link the Wiki Track
Focused Access to XML Documents
Web-Based Measure of Semantic Relatedness
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Accuracy estimate and optimization techniques for SimRank computation
Proceedings of the VLDB Endowment
Local approximation of pagerank and reverse pagerank
Proceedings of the 17th ACM conference on Information and knowledge management
Inferring semantic query relations from collective user behavior
Proceedings of the 17th ACM conference on Information and knowledge management
Association thesaurus construction methods based on link co-occurrence analysis for wikipedia
Proceedings of the 17th ACM conference on Information and knowledge management
Learning Methods in Multi-grained Query Answering
ISWC '08 Proceedings of the 7th International Conference on The Semantic Web
Growing Fields of Interest - Using an Expand and Reduce Strategy for Domain Model Extraction
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Enabling semantics-aware collaborative tagging and social search in an open interoperable tagosphere
Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
Evolving service semantics cooperatively: a consumer-driven approach
Autonomous Agents and Multi-Agent Systems
Concept vector extraction from Wikipedia category network
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
Coordinating tasks on the commons: designing for personal goals, expertise and serendipity
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Conversation clusters: grouping conversation topics through human-computer dialog
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Understanding user's query intent with wikipedia
Proceedings of the 18th international conference on World wide web
Extracting key terms from noisy and multitheme documents
Proceedings of the 18th international conference on World wide web
Measuring self-focus bias in community-maintained knowledge repositories
Proceedings of the fourth international conference on Communities and technologies
Exploiting Wikipedia as external knowledge for document clustering
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Web Search Clustering and Labeling with Hidden Topics
ACM Transactions on Asian Language Information Processing (TALIP)
Enhancing cluster labeling using wikipedia
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
The ESA retrieval model revisited
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A graph-based approach to mining multilingual word associations from wikipedia
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Measuring the descriptiveness of web comments
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Using web-search results to measure word-group similarity
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Robust Measures of Complexity in TCBR
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Text-to-text semantic similarity for automatic short answer grading
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
A generalized vector space model for text retrieval based on semantic relatedness
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
International Journal of Human-Computer Studies
Importance of semantic representation: dataless classification
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Using wiktionary for computing semantic relatedness
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Concept-based feature generation and selection for information retrieval
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
A study on similarity and relatedness using distributional and WordNet-based approaches
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Knowledge derived from wikipedia for computing semantic relatedness
Journal of Artificial Intelligence Research
Wikipedia-based semantic interpretation for natural language processing
Journal of Artificial Intelligence Research
An event-based framework for characterizing the evolutionary behavior of interaction graphs
ACM Transactions on Knowledge Discovery from Data (TKDD)
"All You Can Eat" Ontology-Building: Feeding Wikipedia to Cyc
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
A Web-Based Relatedness Measure by Conditional Query
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Social Semantics and Its Evaluation by Means of Semantic Relatedness and Open Topic Models
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Towards Bridging the Web and the Semantic Web
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
GrAF: a graph-based format for linguistic annotations
LAW '07 Proceedings of the Linguistic Annotation Workshop
Proceedings of the 18th ACM conference on Information and knowledge management
Named entity disambiguation by leveraging wikipedia semantic knowledge
Proceedings of the 18th ACM conference on Information and knowledge management
Exploiting internal and external semantics for the clustering of short texts using world knowledge
Proceedings of the 18th ACM conference on Information and knowledge management
Completing wikipedia's hyperlink structure through dimensionality reduction
Proceedings of the 18th ACM conference on Information and knowledge management
Easiest-first search: towards comprehension-based web search
Proceedings of the 18th ACM conference on Information and knowledge management
Beyond the stars: exploiting free-text user reviews to improve the accuracy of movie recommendations
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
Semantic relatedness hits bibliographic data
Proceedings of the eleventh international workshop on Web information and data management
Explicit versus latent concept models for cross-language information retrieval
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Wikispeedia: an online game for inferring semantic distances between concepts
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Social mirrors as social signals: transforming audio into gaphics
IEEE Computer Graphics and Applications - Special issue on creating musical-fountain shows virtual reality for the Digital Olympic Museum
Summarizing definition from Wikipedia
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
Extracting lexical reference rules from Wikipedia
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
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
Intent-Based Categorization of Search Results Using Questions from Web Q&A Corpus
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
A semantic relatedness metric based on free link structure
IWCS-8 '09 Proceedings of the Eighth International Conference on Computational Semantics
OTM '09 Proceedings of the Confederated International Conferences, CoopIS, DOA, IS, and ODBASE 2009 on On the Move to Meaningful Internet Systems: Part II
Explorations in automatic image annotation using textual features
ACL-IJCNLP '09 Proceedings of the Third Linguistic Annotation Workshop
Clustering to find exemplar terms for keyphrase extraction
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Cross-lingual semantic relatedness using encyclopedic knowledge
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
A study on the semantic relatedness of query and document terms in information retrieval
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
WikiWalk: random walks on Wikipedia for semantic relatedness
TextGraphs-4 Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing
Accuracy estimate and optimization techniques for SimRank computation
The VLDB Journal — The International Journal on Very Large Data Bases
Wisdom of crowds versus wisdom of linguists – measuring the semantic relatedness of words
Natural Language Engineering
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The Journal of Machine Learning Research
Do you want to take notes?: identifying research missions in Yahoo! search pad
Proceedings of the 19th international conference on World wide web
Wikipedia mining for an association web thesaurus construction
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
COSIT'09 Proceedings of the 9th international conference on Spatial information theory
Improving complex interactive question answering with Wikipedia anchor text
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
A Wikipedia-based multilingual retrieval model
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Content hole search in community-type content using Wikipedia
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
Using Wikipedia and Wiktionary in domain-specific information retrieval
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Conceptual language models for domain-specific retrieval
Information Processing and Management: an International Journal
Spatiotemporal mapping of Wikipedia concepts
Proceedings of the 10th annual joint conference on Digital libraries
Learning to rank with (a lot of) word features
Information Retrieval
A new semantic similarity measuring method based on web search engines
WSEAS Transactions on Computers
A topological embedding of the lexicon for semantic distance computation
Natural Language Engineering
Automatic evaluation of topic coherence
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Multi-prototype vector-space models of word meaning
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Profiting from mark-up: hyper-text annotations for guided parsing
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Wikipedia as sense inventory to improve diversity in Web search results
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Knowledge-rich Word Sense Disambiguation rivaling supervised systems
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
The S-Space package: an open source package for word space models
ACLDemos '10 Proceedings of the ACL 2010 System Demonstrations
TUD: Semantic relatedness for relation classification
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Research on Language and Computation
Text relatedness based on a word thesaurus
Journal of Artificial Intelligence Research
Eddi: interactive topic-based browsing of social status streams
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Large scale relation detection
FAM-LbR '10 Proceedings of the NAACL HLT 2010 First International Workshop on Formalisms and Methodology for Learning by Reading
MARS: a MultilAnguage Recommender System
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Determining the spatial reader scopes of news sources using local lexicons
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
A mixture model with sharing for lexical semantics
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Automatically acquiring a semantic network of related concepts
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Entity classification by bag of Wikipedia articles
PIKM '10 Proceedings of the 3rd workshop on Ph.D. students in information and knowledge management
SemanticRank: ranking keywords and sentences using semantic graphs
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Contextual modeling for meeting translation using unsupervised word sense disambiguation
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
A semantic proximity based system of Arabic text indexation
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Adapting recommender systems to the requirements of personal health record systems
Proceedings of the 1st ACM International Health Informatics Symposium
Multimodal image retrieval over a large database
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Exploring the semantics behind a collection to improve automated image annotation
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Semantics-based representation model for multi-layer text classification
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part II
Frequent itemset based hierarchical document clustering using Wikipedia as external knowledge
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part II
Knowledge merging under multiple attributes
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
Cross-language personalization through a semantic content-based recommender system
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Applying wikipedia-based explicit semantic analysis for query-biased document summarization
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Evaluating cross-language explicit semantic analysis and cross querying
CLEF'09 Proceedings of the 10th cross-language evaluation forum conference on Multilingual information access evaluation: text retrieval experiments
Metadata impact on research paper similarity
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Extended explicit semantic analysis for calculating semantic relatedness of web resources
EC-TEL'10 Proceedings of the 5th European conference on Technology enhanced learning conference on Sustaining TEL: from innovation to learning and practice
Word sense disambiguation methods
Programming and Computing Software
Using ontological and document similarity to estimate museum exhibit relatedness
Journal on Computing and Cultural Heritage (JOCCH)
Identifying task-based sessions in search engine query logs
Proceedings of the fourth ACM international conference on Web search and data mining
Cross lingual text classification by mining multilingual topics from wikipedia
Proceedings of the fourth ACM international conference on Web search and data mining
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A probabilistic approach to semantic collaborative filtering using world knowledge
Journal of Information Science
Organizing and browsing image search results based on conceptual and visual similarities
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
A case study of linked enterprise data
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II
Word AdHoc Network: Using Google Core Distance to extract the most relevant information
Knowledge-Based Systems
Text mining for automatic image tagging
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Opinion target extraction in Chinese news comments
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
Query classification using Wikipedia
International Journal of Intelligent Information and Database Systems
Cross-language plagiarism detection
Language Resources and Evaluation
Concept-Based Information Retrieval Using Explicit Semantic Analysis
ACM Transactions on Information Systems (TOIS)
A word at a time: computing word relatedness using temporal semantic analysis
Proceedings of the 20th international conference on World wide web
Adaptable term weighting framework for text classification
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Combining heterogeneous knowledge resources for improved distributional semantic models
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Extracting the gist of social network services using Wikipedia
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Tweets from Justin Bieber's heart: the dynamics of the location field in user profiles
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Social media driven image retrieval
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Taxonomy induction based on a collaboratively built knowledge repository
Artificial Intelligence
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Concept disambiguation exploiting semantic databases
Proceedings of the International Workshop on Semantic Web Information Management
Wikulu: an extensible architecture for integrating natural language processing techniques with wikis
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
A speech-based just-in-time retrieval system using semantic search
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Local and global algorithms for disambiguation to Wikipedia
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Semantic relatedness from automatically generated semantic networks
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
Collective entity linking in web text: a graph-based method
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
An event-centric model for multilingual document similarity
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Towards effective short text deep classification
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Grammatical dependency-based relations for term weighting in text classification
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Linear scale semantic mining algorithms in microsoft SQL server's semantic platform
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Using a Wikipedia-based semantic relatedness measure for document clustering
TextGraphs-6 Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing
Querying linked data using semantic relatedness: a vocabulary independent approach
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Text classification for data loss prevention
PETS'11 Proceedings of the 11th international conference on Privacy enhancing technologies
Semantic relatedness for named entity disambiguation using a small wikipedia
TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
Cross-language information filtering: word sense disambiguation vs. distributional models
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
Extracting hidden information based on comparing web with UGC
WISS'10 Proceedings of the 2010 international conference on Web information systems engineering
Cross-lingual recommendations in a resource-based learning scenario
EC-TEL'11 Proceedings of the 6th European conference on Technology enhanced learning: towards ubiquitous learning
Learning semantic content-based profiles for cross-language recommendations
Proceedings of the First Workshop on Personalised Multilingual Hypertext Retrieval
A multi-layer text classification framework based on two-level representation model
Expert Systems with Applications: An International Journal
Clustering of rough set related documents with use of knowledge from DBpedia
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Conceptual Indexing of Documents Using Wikipedia
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Wikipedia Sets: Context-Oriented Related Entity Acquisition from Multiple Words
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Harvesting Wikipedia Knowledge to Identify Topics in Ongoing Natural Language Dialogs
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Query session detection as a cascade
Proceedings of the 20th ACM international conference on Information and knowledge management
Finding images of difficult entities in the long tail
Proceedings of the 20th ACM international conference on Information and knowledge management
Retrieving and ranking unannotated images through collaboratively mining online search results
Proceedings of the 20th ACM international conference on Information and knowledge management
Insights into explicit semantic analysis
Proceedings of the 20th ACM international conference on Information and knowledge management
Supervised matching of comments with news article segments
Proceedings of the 20th ACM international conference on Information and knowledge management
Music genre classification using explicit semantic analysis
MIRUM '11 Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Adaptive ranking of search results by considering user's comprehension
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Exploiting Web querying for Web people search
ACM Transactions on Database Systems (TODS)
Learning a taxonomy from a set of text documents
Applied Soft Computing
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Proceedings of the fifth ACM international conference on Web search and data mining
Wikipedia-based semantic smoothing for the language modeling approach to information retrieval
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Promoting ranking diversity for biomedical information retrieval using wikipedia
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Semantically enhanced term frequency
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Harnessing different knowledge sources to measure semantic relatedness under a uniform model
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Lexical co-occurrence, statistical significance, and word association
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Scalable semantic annotation of text using lexical and web resources
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Acquiring thesauri from wikis by exploiting domain models and lexical substitution
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
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
NLDB'09 Proceedings of the 14th international conference on Applications of Natural Language to Information Systems
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Introspective knowledge revision in textual case-based reasoning
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Taxonomic semantic indexing for textual case-based reasoning
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Semantic analytics of pubmed content
USAB'11 Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health
Selective integration of background knowledge in TCBR systems
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Template-based question answering over RDF data
Proceedings of the 21st international conference on World Wide Web
Named entity disambiguation based on explicit semantics
SOFSEM'12 Proceedings of the 38th international conference on Current Trends in Theory and Practice of Computer Science
The optimum clustering framework: implementing the cluster hypothesis
Information Retrieval
Bridging the gaps: interoperability for language engineering architectures using GrAF
Language Resources and Evaluation
Exploiting Wikipedia for cross-lingual and multilingual information retrieval
Data & Knowledge Engineering
Summarization as a means of information access: utilizing semantic metadata
FDIA'09 Proceedings of the Third BCS-IRSG conference on Future Directions in Information Access
A distributional approach for terminological semantic search on the Linked Data Web
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Improve top-k recommendation by extending review analysis
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Semantic relationship discovery with wikipedia structure
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Short text classification improved by learning multi-granularity topics
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Constraint optimization approach to context based word selection
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
A wikipedia based semantic graph model for topic tracking in blogosphere
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Mining user dwell time for personalized web search re-ranking
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Approximate semantic matching of heterogeneous events
Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems
Information Retrieval in the Commentsphere
ACM Transactions on Intelligent Systems and Technology (TIST)
EachWiki: Facilitating Wiki Authoring by Annotation Suggestion
ACM Transactions on Intelligent Systems and Technology (TIST)
Learning a concept-based document similarity measure
Journal of the American Society for Information Science and Technology
Extracting information networks from the blogosphere
ACM Transactions on the Web (TWEB)
SenSim: sentence similarity based on the concept of relevance
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Towards fuzzy query-relaxation for RDF
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Explanatory semantic relatedness and explicit spatialization for exploratory search
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
CluChunk: clustering large scale user-generated content incorporating chunklet information
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Are SKOS concept schemes ready for multilingual retrieval applications?
Proceedings of the 8th International Conference on Semantic Systems
Social media-driven news personalization
Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web
A semantic approach to recommending text advertisements for images
Proceedings of the sixth ACM conference on Recommender systems
JIST'11 Proceedings of the 2011 joint international conference on The Semantic Web
Word sense disambiguation as an integer linear programming problem
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Measuring contextual fitness using error contexts extracted from the Wikipedia revision history
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Measuring word relatedness using heterogeneous vector space models
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Unsupervised Similarity Learning from Textual Data
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Using ontology-based approaches to representing speech transcripts for automated speech scoring
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop
Reranking web search results for diversity
Information Retrieval
Measuring semantic relatedness using multilingual representations
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
SemEval-2012 task 4: evaluating Chinese word similarity
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
UKP: computing semantic textual similarity by combining multiple content similarity measures
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
UNT: a supervised synergistic approach to semantic text similarity
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
DERI&UPM: pushing corpus based relatedness to similarity: shared task system description
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Observing facial expressions and gaze positions for personalized webpage recommendation
Proceedings of the 12th International Conference on Electronic Commerce: Roadmap for the Future of Electronic Business
Recommendations using linked data
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Computing similarity between cultural heritage items using multimodal features
LaTeCH '12 Proceedings of the 6th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
Enabling the discovery of digital cultural heritage objects through Wikipedia
LaTeCH '12 Proceedings of the 6th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
Short answer assessment: establishing links between research strands
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
Improving word representations via global context and multiple word prototypes
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Polarity inducing latent semantic analysis
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Language-independent named entity identification using Wikipedia
MM '12 Proceedings of the First Workshop on Multilingual Modeling
Enhancing relation extraction by eliciting selectional constraint features from wikipedia
NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
KORE: keyphrase overlap relatedness for entity disambiguation
Proceedings of the 21st ACM international conference on Information and knowledge management
TCSST: transfer classification of short & sparse text using external data
Proceedings of the 21st ACM international conference on Information and knowledge management
Exploring dictionary-based semantic relatedness in labeled tree data
Information Sciences: an International Journal
Using semi-structured data for assessing research paper similarity
Information Sciences: an International Journal
Diversionary comments under political blog posts
Proceedings of the 21st ACM international conference on Information and knowledge management
On the connections between explicit semantic analysis and latent semantic analysis
Proceedings of the 21st ACM international conference on Information and knowledge management
Computing similarity between items in a digital library of cultural heritage
Journal on Computing and Cultural Heritage (JOCCH)
Web 2.0, Language Resources and standards to automatically build a multilingual Named Entity Lexicon
Language Resources and Evaluation
Improving cross-document knowledge discovery using explicit semantic analysis
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Harnessing wikipedia semantics for computing contextual relatedness
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
What makes a good detector? --- structured priors for learning from few examples
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Collaboratively built semi-structured content and Artificial Intelligence: The story so far
Artificial Intelligence
Transforming Wikipedia into a large scale multilingual concept network
Artificial Intelligence
Automated query learning with Wikipedia and genetic programming
Artificial Intelligence
Computing text semantic relatedness using the contents and links of a hypertext encyclopedia
Artificial Intelligence
An open-source toolkit for mining Wikipedia
Artificial Intelligence
Mining a multilingual association dictionary from Wikipedia for cross-language information retrieval
Journal of the American Society for Information Science and Technology
Evaluation of a layered approach to question answering over linked data
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part II
Cross lingual semantic search by improving semantic similarity and relatedness measures
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part II
BiCWS: mining cognitive differences from bilingual web search results
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Test collection recycling for semantic text similarity
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Proceedings of the Seventh International Workshop on Variability Modelling of Software-intensive Systems
Wiki3C: exploiting wikipedia for context-aware concept categorization
Proceedings of the sixth ACM international conference on Web search and data mining
DIKEA: domain-independent keyphrase extraction algorithm
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Managing information disparity in multilingual document collections
ACM Transactions on Speech and Language Processing (TSLP)
Towards query model integration: topology-aware, IR-inspired metrics for declarative graph querying
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Computing Semantic Relatedness Based on Search Result Analysis
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Multilingual Food and Health Ontology Learning Using Semi-Structured and Structured Web Data Sources
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Location Comparison through Geographical Topics
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Improving ESA with document similarity
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Discovering relationship types between users using profiles and shared photos in a social network
Multimedia Tools and Applications
A new term ranking method based on relation extraction and graph model for text classification
ACSC '11 Proceedings of the Thirty-Fourth Australasian Computer Science Conference - Volume 113
Evaluating the results of methods for computing semantic relatedness
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Utility-driven evolution recommender for a constrained ontology
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Computing semantic relatedness using word frequency and layout information of Wikipedia
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Improved text annotation with Wikipedia entities
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Enhancing short text clustering with small external repositories
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
A location-based news article recommendation with explicit localized semantic analysis
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
The cluster hypothesis for entity oriented search
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Answering natural language queries over linked data graphs: a distributional semantics approach
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Towards integration of web data into a coherent educational data graph
Proceedings of the 22nd international conference on World Wide Web companion
Finding relevant missing references in learning courses
Proceedings of the 22nd international conference on World Wide Web companion
From search session detection to search mission detection
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Discovering tasks from search engine query logs
ACM Transactions on Information Systems (TOIS)
Extracting Knowledge from Wikipedia Articles through Distributed Semantic Analysis
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
Methods for exploring and mining tables on Wikipedia
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics
CIDER: Concept-based image diversification, exploration, and retrieval
Information Processing and Management: an International Journal
Probabilistic semantic similarity measurements for noisy short texts using Wikipedia entities
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Navigating the topical structure of academic search results via the Wikipedia category network
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Building structures from classifiers for passage reranking
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Learning relatedness measures for entity linking
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Learning to detect task boundaries of query session
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Metadata enrichment for news video retrieval: a graph-based propagation approach
Proceedings of the 21st ACM international conference on Multimedia
Constructing query-specific knowledge bases
Proceedings of the 2013 workshop on Automated knowledge base construction
Exploiting DBpedia for web search results clustering
Proceedings of the 2013 workshop on Automated knowledge base construction
Automated construction of a large semantic network of related terms for domain-specific modeling
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Mining semantic relationships between concepts across documents incorporating wikipedia knowledge
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
A new benchmark dataset with production methodology for short text semantic similarity algorithms
ACM Transactions on Speech and Language Processing (TSLP)
Cognitive canonicalization of natural language queries using semantic strata
ACM Transactions on Speech and Language Processing (TSLP)
Cross lingual entity linking with bilingual topic model
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Semantic clustering of scientific articles using explicit semantic analysis
Transactions on Rough Sets XVI
Integration of large scale knowledge bases using probabilistic graphical models
Proceedings of the 7th ACM international conference on Web search and data mining
Exploratory search with semantic transformations using collaborative knowledge bases
Proceedings of the 7th ACM international conference on Web search and data mining
Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts
Proceedings of the 7th ACM international conference on Web search and data mining
Knowledge-based graph document modeling
Proceedings of the 7th ACM international conference on Web search and data mining
Proceedings of the 19th international conference on Intelligent User Interfaces
The emergence of semantic meaning in the ventral temporal pathway
Journal of Cognitive Neuroscience
Editorial: Querying linked data graphs using semantic relatedness: A vocabulary independent approach
Data & Knowledge Engineering
WHAD: Wikipedia historical attributes data
Language Resources and Evaluation
Outlier Detection by Interaction with Domain Experts
Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday
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Computing semantic relatedness of natural language texts requires access to vast amounts of common-sense and domain-specific world knowledge. We propose Explicit Semantic Analysis (ESA), a novel method that represents the meaning of texts in a high-dimensional space of concepts derived from Wikipedia. We use machine learning techniques to explicitly represent the meaning of any text as a weighted vector of Wikipedia-based concepts. Assessing the relatedness of texts in this space amounts to comparing the corresponding vectors using conventional metrics (e.g., cosine). Compared with the previous state of the art, using ESA results in substantial improvements in correlation of computed relatedness scores with human judgments: from r = 0.56 to 0.75 for individual words and from r = 0.60 to 0.72 for texts. Importantly, due to the use of natural concepts, the ESA model is easy to explain to human users.