C4.5: programs for machine learning
C4.5: programs for machine learning
Insert movie reference here: a system to bridge conversation and item-oriented web sites
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Proceedings of the 15th international conference on World Wide Web
Queue - AI
Yago: a core of semantic knowledge
Proceedings of the 16th international conference on World Wide Web
Clustering short texts using wikipedia
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Wikify!: linking documents to encyclopedic knowledge
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
A knowledge-based search engine powered by wikipedia
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Deriving a large scale taxonomy from Wikipedia
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
DBpedia: a nucleus for a web of open data
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
NNexus: an automatic linker for collaborative web-based corpora
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Clustering Documents Using a Wikipedia-Based Concept Representation
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Collective annotation of Wikipedia entities in web text
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
The importance of manual assessment in link discovery
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
International Journal of Human-Computer Studies
Search the web x.0: mining and recommending web-mediated processes
Proceedings of the third ACM conference on Recommender systems
Proceedings of the 5th International Symposium on Wikis and Open Collaboration
Named entity disambiguation by leveraging wikipedia semantic 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
Automatic link detection: a sequence labeling approach
Proceedings of the 18th ACM conference on Information and knowledge management
Large-scale taxonomy mapping for restructuring and integrating wikipedia
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Learning Semantic Query Suggestions
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Creating User Profiles Using Wikipedia
ER '09 Proceedings of the 28th International Conference on Conceptual Modeling
Wikipedia as frame information repository
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Geographical classification of documents using evidence from Wikipedia
Proceedings of the 6th Workshop on Geographic Information Retrieval
Automatic word sense disambiguation based on document networks
Programming and Computing Software
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Wikipedia driven autonomous label assignment in wrapper induced tables with missing column names
Proceedings of the 2010 ACM Symposium on Applied Computing
COSIT'09 Proceedings of the 9th international conference on Spatial information theory
A ranking approach to target detection for automatic link generation
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Learning to link entities with knowledge base
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Extracting glosses to disambiguate word senses
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter 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
Automatically suggesting topics for augmenting text documents
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Meta-metadata: a metadata semantics language for collection representation applications
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
TAGME: on-the-fly annotation of short text fragments (by wikipedia entities)
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Supervised identification and linking of concept mentions to a domain-specific ontology
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Discovering users' topics of interest on twitter: a first look
AND '10 Proceedings of the fourth workshop on Analytics for noisy unstructured text data
Entity-relationship queries over wikipedia
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
Resolving surface forms to Wikipedia topics
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
An exploration of learning to link with Wikipedia: features, methods and training collection
INEX'09 Proceedings of the Focused retrieval and evaluation, and 8th international conference on Initiative for the evaluation of XML retrieval
Learning semantic n-ary relations from Wikipedia
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Linkator: enriching web pages by automatically adding dereferenceable semantic annotations
ICWE'10 Proceedings of the 10th international conference on Web engineering
A cocktail approach to the VideoCLEF'09 linking task
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Term ranking and categorization for ad-hoc navigation
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Cross-language information retrieval using meta-language index construction and structural queries
CLEF'09 Proceedings of the 10th cross-language evaluation forum conference on Multilingual information access evaluation: text retrieval experiments
Semantic QA for encyclopaedic questions: EQUAL in GikiCLEF
CLEF'09 Proceedings of the 10th cross-language evaluation forum conference on Multilingual information access evaluation: text retrieval experiments
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
Exploring Wikipedia and text features for named entity disambiguation
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Word sense disambiguation methods
Programming and Computing Software
Annotating and searching web tables using entities, types and relationships
Proceedings of the VLDB Endowment
Linking online news and social media
Proceedings of the fourth ACM international conference on Web search and data mining
A probabilistic approach to semantic collaborative filtering using world knowledge
Journal of Information Science
Supporting natural language processing with background knowledge: coreference resolution case
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
Entity-linking interfaces in user-contributed content: preference and performance
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Taxonomy induction based on a collaboratively built knowledge repository
Artificial Intelligence
Beyond the bag-of-words paradigm to enhance information retrieval applications
Proceedings of the Fourth International Conference on SImilarity Search and APplications
Topical and structural linkage in wikipedia
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
A generalized method for word sense disambiguation based on wikipedia
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Proceedings of the 12th Annual Conference of the New Zealand Chapter of the ACM Special Interest Group on Computer-Human Interaction
A generative entity-mention model for linking entities with knowledge base
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
Hypergeometric language models for republished article finding
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
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
Semantic tag recommendation using concept model
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Entity disambiguation with hierarchical topic models
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
From a community of practice to a body of knowledge: a case study of the formal methods community
FM'11 Proceedings of the 17th international conference on Formal methods
Supporting creation of networked knowledge by automatically generated links
i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies
The effects of navigation tools on the navigability of web-based information systems
i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies
Overview of the INEX 2010 link the wiki track
INEX'10 Proceedings of the 9th international conference on Initiative for the evaluation of XML retrieval: comparative evaluation of focused retrieval
Autonomous and adaptive identification of topics in unstructured text
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Training a named entity recognizer on the web
WISE'11 Proceedings of the 12th international conference on Web information system engineering
Graph-based named entity linking with wikipedia
WISE'11 Proceedings of the 12th international conference on Web information system engineering
Automatic Annotation of Non-English Web Content
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Extracting semantic user networks from informal communication exchanges
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
DBpedia spotlight: shedding light on the web of documents
Proceedings of the 7th International Conference on Semantic Systems
Generating links to background knowledge: a case study using narrative radiology reports
Proceedings of the 20th ACM international conference on Information and knowledge management
RDFa based annotation of web pages through keyphrases extraction
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part II
Mapping queries to the Linking Open Data cloud: A case study using DBpedia
Web Semantics: Science, Services and Agents on the World Wide Web
Topical clustering of search results
Proceedings of the fifth ACM international conference on Web search and data mining
Adding semantics to microblog posts
Proceedings of the fifth ACM international conference on Web search and data mining
Robust disambiguation of named entities in text
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Topic mining based on graph local clustering
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
A breakdown of quality flaws in Wikipedia
Proceedings of the 2nd Joint WICOW/AIRWeb Workshop on Web Quality
Wikipedia-Based document categorization
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Compressed data structures for annotated web search
Proceedings of the 21st international conference on World Wide Web
The SemSets model for ad-hoc semantic list search
Proceedings of the 21st international conference on World Wide Web
LINDEN: linking named entities with knowledge base via semantic knowledge
Proceedings of the 21st international conference on World Wide Web
Targeted disambiguation of ad-hoc, homogeneous sets of named entities
Proceedings of the 21st international conference on World Wide Web
Collective context-aware topic models for entity disambiguation
Proceedings of the 21st international conference on World Wide Web
Omnipedia: bridging the wikipedia language gap
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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
Towards exploratory video search using linked data
Multimedia Tools and Applications
A novel semantic web browser for user centric information retrieval: PERSON
Expert Systems with Applications: An International Journal
Entity-Relationship Queries over Wikipedia
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
Foundations and Trends in Information Retrieval
LODifier: generating linked data from unstructured text
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
Wikimantic: disambiguation for short queries
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
Classifying image galleries into a taxonomy using metadata and wikipedia
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
A granular computing perspective on image organization within an image retrieval context
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
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
Adapting wikification to cultural heritage
LaTeCH '12 Proceedings of the 6th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
Crowdsourced comprehension: predicting prerequisite structure in Wikipedia
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
Pattern learning for relation extraction with a hierarchical topic model
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
An entity-topic model for entity linking
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Natural language questions for the web of data
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
No noun phrase left behind: detecting and typing unlinkable entities
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Learning-based multi-sieve co-reference resolution with knowledge
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
AKBC-WEKEX '12 Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction
A graph-based approach for ontology population with named entities
Proceedings of the 21st ACM international conference on Information and knowledge management
KORE: keyphrase overlap relatedness for entity disambiguation
Proceedings of the 21st ACM international conference on Information and knowledge management
WNavis: Navigating Wikipedia semantically with an SNA-based summarization technique
Decision Support Systems
Automatically embedding newsworthy links to articles
Proceedings of the 21st ACM international conference on Information and knowledge management
Short-text domain specific key terms/phrases extraction using an n-gram model with wikipedia
Proceedings of the 21st ACM international conference on Information and knowledge management
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)
Heuristics- and statistics-based wikification
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Analysis and refinement of cross-lingual entity linking
CLEF'12 Proceedings of the Third international conference on Information Access Evaluation: multilinguality, multimodality, and visual analytics
Collaboratively built semi-structured content and Artificial Intelligence: The story so far
Artificial Intelligence
YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia
Artificial Intelligence
Transforming Wikipedia into a large scale multilingual concept network
Artificial Intelligence
Automated query learning with Wikipedia and genetic programming
Artificial Intelligence
Evaluating Entity Linking with Wikipedia
Artificial Intelligence
Computing text semantic relatedness using the contents and links of a hypertext encyclopedia
Artificial Intelligence
Wikipedia-based WSD for multilingual frame annotation
Artificial Intelligence
An open-source toolkit for mining Wikipedia
Artificial Intelligence
EKAW'12 Proceedings of the 18th international conference on Knowledge Engineering and Knowledge Management
Investigating the semantics of frame elements
EKAW'12 Proceedings of the 18th international conference on Knowledge Engineering and Knowledge Management
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
Knowledge-intensive word disambiguation via common-sense and wikipedia
SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
Various approaches to text representation for named entity disambiguation
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Proceedings of the sixth ACM international conference on Web search and data mining
Wiki3C: exploiting wikipedia for context-aware concept categorization
Proceedings of the sixth ACM international conference on Web search and data mining
Automatic construction and enrichment of informal ontologies: A survey
Programming and Computing Software
A Cognitive Framework for Core Language Understanding and its Computational Implementation
International Journal of Cognitive Informatics and Natural Intelligence
Query expansion powered by wikipedia hyperlinks
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Context Aware Named Entity Disambiguation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Entity Disambiguation with Freebase
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Multimedia information seeking through search and hyperlinking
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Knowledge harvesting in the big-data era
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
On measuring the impact of hyperlinks on reading
Proceedings of the 5th Annual ACM Web Science Conference
Exploiting potential citation papers in scholarly paper recommendation
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Discovering filter keywords for company name disambiguation in twitter
Expert Systems with Applications: An International Journal
Improved text annotation with Wikipedia entities
Proceedings of the 28th Annual ACM Symposium on Applied Computing
When entities meet query recommender systems: semantic search shortcuts
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Linking transcribed conversational speech
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Cumulative citation recommendation: classification vs. ranking
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
On community detection in real-world networks and the importance of degree assortativity
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining evidences for named entity disambiguation
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
A hybrid approach for spotting, disambiguating and annotating places in user-generated text
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
RESLVE: leveraging user interest to improve entity disambiguation on short text
Proceedings of the 22nd international conference on World Wide Web companion
Classifying YouTube channels: a practical system
Proceedings of the 22nd international conference on World Wide Web companion
A framework for benchmarking entity-annotation systems
Proceedings of the 22nd international conference on World Wide Web
Feeding the second screen: semantic linking based on subtitles
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Multi-step classification approaches to cumulative citation recommendation
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Automatic keyphrase annotation of scientific documents using Wikipedia and genetic algorithms
Journal of Information Science
Beyond term clusters: assigning Wikipedia concepts to scientific documents
Proceedings of the 2013 ACM symposium on Document engineering
Cross-media topic mining on wikipedia
Proceedings of the 21st ACM international conference on Multimedia
Proceedings of the 21st ACM international conference on Multimedia
Wikification via link co-occurrence
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Probabilistic semantic similarity measurements for noisy short texts using Wikipedia entities
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Re-ranking for joint named-entity recognition and linking
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
Recommending tags with a model of human categorization
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Penguins in sweaters, or serendipitous entity search on user-generated content
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
Improving efficiency and accuracy in multilingual entity extraction
Proceedings of the 9th International Conference on Semantic Systems
Socially-aware video recommendation using users' profiles and crowdsourced annotations
Proceedings of the 2nd international workshop on Socially-aware multimedia
Exploring re-ranking approaches for joint named-entityrecognition and linking
Proceedings of the sixth workshop on Ph.D. students in information and knowledge management
Dexter: an open source framework for entity linking
Proceedings of the sixth international workshop on Exploiting semantic annotations in information retrieval
Market intelligence: linked data-driven entity resolution for customer and competitor analysis
ICWE'13 Proceedings of the 13th international conference on Web Engineering
Twitter anticipates bursts of requests for Wikipedia articles
Proceedings of the 2013 workshop on Data-driven user behavioral modelling and mining from social media
Cross lingual entity linking with bilingual topic model
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Synthesizing union tables from the web
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Boosting cross-lingual knowledge linking via concept annotation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
An evaluation framework for cross-lingual link discovery
Information Processing and Management: an International Journal
Exploratory search with semantic transformations using collaborative knowledge bases
Proceedings of the 7th ACM international conference on Web search and data mining
Entity linking at the tail: sparse signals, unknown entities, and phrase models
Proceedings of the 7th ACM international conference on Web search and data mining
A framework for automated construction of resource space based on background knowledge
Future Generation Computer Systems
Discovering emerging entities with ambiguous names
Proceedings of the 23rd international conference on World wide web
Effective named entity recognition for idiosyncratic web collections
Proceedings of the 23rd international conference on World wide web
Annotating korean text documents with linked data resources
Multimedia Tools and Applications
WHAD: Wikipedia historical attributes data
Language Resources and Evaluation
Journal of Information Science
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This paper describes how to automatically cross-reference documents with Wikipedia: the largest knowledge base ever known. It explains how machine learning can be used to identify significant terms within unstructured text, and enrich it with links to the appropriate Wikipedia articles. The resulting link detector and disambiguator performs very well, with recall and precision of almost 75%. This performance is constant whether the system is evaluated on Wikipedia articles or "real world" documents. This work has implications far beyond enriching documents with explanatory links. It can provide structured knowledge about any unstructured fragment of text. Any task that is currently addressed with bags of words - indexing, clustering, retrieval, and summarization to name a few - could use the techniques described here to draw on a vast network of concepts and semantics.