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- Semantic similarity and relatedness measures assess how alike two words are within a language and are playing an important role in the development of the S...Semantic similarity and relatedness measures assess how alike two words are within a language and are playing an important role in the development of the Semantic Web. This thesis research advances the knowledge of existing similarity and relatedness measures. A generalized tool to experiment with semantic similarity and relatedness measures in a variety of ontological terminologies has been developed using the Simple Knowledge Organization System (SKOS), a proposed W3C standard for the Semantic Web. SKOS represents a terminology or domain vocabulary in a machine-understandable way. A flexible conversion tool is used to convert any vocabulary in the Unified Medical Language System (UMLS) Metathesaurus and OWL ontologies into an extended SKOS ontological terminology. The generalized tool for measuring semantic similarity and relatedness is then used to analyze a wide variety of semantic similarity measures and new set-based relatedness measures on three major vocabularies of the UMLS Metathesaurus.
- Paper
- semantic concept search in wikipedia
- There are computational measures of semantic relatedness explained here. Also, check out WordNet, a semantic webapp.
- There are computational measures of semantic relatedness explained here. Also, check out WordNet, a semantic webapp.
- Semantic similarity, also called semantic relatedness or semantic closeness/proximity/nearness, is a concept whereby a set of documents or terms within ter...Semantic similarity, also called semantic relatedness or semantic closeness/proximity/nearness, is a concept whereby a set of documents or terms within term lists are assigned a metric based on the likeness of their meaning / semantic content.
- Sample blog post: Valdis Krebs, June Holly, and Jack Rizziuto have launched a web site for their collaborative, Networkweaving, from which they also blog. ...Sample blog post: Valdis Krebs, June Holly, and Jack Rizziuto have launched a web site for their collaborative, Networkweaving, from which they also blog. (Great picture, guys!) Their work truly is collaborative and they are finding resonance in their wor
- 18th International World Wide Web Conference, page 641--641. (April 2009)
- The Semantic Web - ISWC 2008, volume 5318 of Lecture Notes in Computer Science, Springer Berlin / Heidelberg, (2008)
- The VLDB Journal (2010)
- (2008)
- AAAI, AAAI Press, (2006)
- AAAI, AAAI Press, (2006)
- CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge mining, page 509--518. New York, NY, USA, ACM, (2008)
- Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, page 19--27. Stroudsburg, PA, USA, Association for Computational Linguistics, (2009)
- In Proceedings of AAAI 2008, (2008)
- The Semantic Web -- ISWC 2008, Proc.Intl. Semantic Web Conference 2008, volume 5318 of LNAI, page 615--631. Heidelberg, Springer, (2008)
- AAAI, page 1024-1025. (2004)
- IJCAI'07: Proceedings of the 20th international joint conference on Artifical intelligence, page 1606--1611. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., (2007)
- Proc. of the Int'l. Conf. on Research in Computational Linguistics, page 19--33. (1997)
- WordNet: An Electronic Lexical Database, page 305--332. MIT Press, (1998)
- Comput. Linguist. 17(1):21--48 (1991)
- Comput. Linguist. 32(1):13--47 (2006)
- Proceedings of the sixth conference on European chapter of the Association for Computational Linguistics, page 232--239. Morristown, NJ, USA, Association for Computational Linguistics, (1993)
- The Semantic Web -- ISWC 2008, volume 5318 of Lecture Notes in Computer Science, page 615--631. Berlin/Heidelberg, Springer, (2008)
- AAAI, AAAI Press, (2006)
- IJCAI'07: Proceedings of the 20th international joint conference on Artifical intelligence, page 1606--1611. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., (2007)
