Web-based measure of semantic relatedness

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5175 LNCS, Issue , 2008, Pages 136-150

  Gracia, Jorge ^a   Mena, Eduardo ^a  

^a UNIVERSITY OF ZARAGOZA   (Spain)

Author keywords

Relatedness; Relationship discovering; Semantic web

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATIONAL LINGUISTICS; COMPUTER SOFTWARE; DYNAMIC PROGRAMMING; INDUSTRIAL ENGINEERING; INFORMATION RETRIEVAL; INFORMATION SCIENCE; INFORMATION SERVICES; INFORMATION SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; ONTOLOGY; SEARCH ENGINES; SEMANTIC WEB; SEMANTICS; SYSTEMS ENGINEERING; TECHNOLOGY; WORLD WIDE WEB;

DESIRABLE PROPERTIES; HUMAN JUDGMENT; INTERNATIONAL CONFERENCES; KNOWLEDGE SOURCES; MAXIMUM COVERAGE; NATURAL LANGUAGE PROCESSING; NEW GENERATION; ONTOLOGY MATCHING; RELATEDNESS; RELATIONSHIP DISCOVERING; SEMANTIC RELATEDNESS; SEMANTIC WEB APPLICATIONS; WEB INFORMATION SYSTEMS; WORD-SENSE DISAMBIGUATION;

INFORMATION THEORY;

EID: 52149090062     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-85481-4_12     Document Type: Conference Paper

References (23)

1. Berners-Lee, T., Hendler, J., Lassila, O.: The semantic web. Scientific American (May 2001)
2. Bollegala, D., Matsuo, Y., Ishizuka, M.: Measuring semantic similarity between words using web search engines. In: Proc. of WWW 2007, Banff, Canada (2007)
3. Budanitsky, A., Hirst, G.: Evaluating wordnet-based measures of semantic distance. Computational Linguistics 32(1), 13-47 (2006)
4. Chen, H.-H., Lin, M.-S., Wei, Y.-C.: Novel association measures using web search with double checking. In: Proceedings of the COLING/ACL 2006, Morristown, NJ, USA. Association for Computational Linguistics (2006)
5. Cilibrasi, R.L., Vitányi, P.M.: The Google similarity distance. IEEE Transactions on Knowledge and Data Engineering 19(3), 370-383 (2007)
6. Deerwester, S., Dumais, S., Furnas, G., Landauer, T., Hashman, R.: Indexing by Latent Semantic Indexing. Journal of the American Society for Inf. Science (1990)
7. Duca, A.: Sketchnet: Knowledge-based word sense disambiguation. In: Proc. of EUROLAN07 Doctoral Consortium (2007)
8. Euzenat, J., Shvaiko, P.: Ontology matching. Springer, Heidelberg (2007)
9. Gabrilovich, E., Markovitch, S.: Computing semantic relatedness using wikipedia-based explicit semantic analysis. In: Proceedings of The Twentieth International Joint Conference for Artificial Intelligence, Hyderabad, India (2007)
10. Gracia, J., Trillo, R., Espinoza, M., Mena, E.: Querying the web: A multiontology disambiguation method. In: Sixth International Conference on Web Engineering (ICWE 2006), Palo Alto (California, USA). ACM, New York (2006)
11. Gruber, T.R.: Towards principles for the design of ontologies used for knowledge sharing. In: Formal Ontology. Kluwer, Dordrecht (1993)
12. Jarmasz, M., Szpakowicz, S.: Roget's thesaurus and semantic similarity. In: Proceedings of the RANLP-2003, pp. 212-219 (2003)
13. Karanastasi, A., Christodoulakis, S.: Ontology-driven semantic ranking for natural language disambiguation in the ontonl framework. In: Franconi, E., Kifer, M., May, W. (eds.) ESWC 2007. LNCS, vol. 4519, pp. 443-457. Springer, Heidelberg (2007)
14. Kilgarriff, A., Grefenstette, G.: Introduction to the special issue on the web as corpus. Computational Linguistics 29(3), 333-348 (2003)
15. Miller, G.A., Charles, W.G.: Contextual Correlates of Semantic Similarity. In: Language and Cognitive processes (1991)
16. Motta, E., Sabou, M.: Next generation semantic web applications. In: 1st Asian Semantic Web Conference. LNCS. Springer, Heidelberg (2006)
17. Resnik, P.: Using information content to evaluate semantic similarity in a taxonomy. In: 14th International Joint Conference on AI, Montreal (Canada) (1995)
18. Sabou, M., Gracia, J., Angeletou, S., d'Aquin, M., Motta, E.: Evaluating the semantic web: A task-based approach. In: Aberer, K., Choi, K.-S., Noy, N., Allemang, D., Lee, K.-I., Nixon, L., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudré-Mauroux, P. (eds.) ASWC 2007 and ISWC 2007. LNCS, vol. 4825, pp. 423-437. Springer, Heidelberg (2007)
19. Sahami, M., Heilman, T.D.: A web-based kernel function for measuring the similarity of short text snippets. In: Proc. of the 15th Int. WWW Conference (2006)
20. Sheth, A., Arpinar, I., Kashyap, V.: Relationships at the Heart of Semantic Web: Modeling, Discovering and Exploiting Complex Semantic Relationships, vol. 139. Springer, Heidelberg (2003)
21. Strube, M., Ponzetto, S.P.: Wikirelate! computing semantic relatedness using Wikipedia. In: AAAI. AAAI Press, Menlo Park (2006)
22. Ted Pedersen, S.P., Banerjee, S.: Maximizing semantic relatedness to perform word sense disambiguation. Research Report UMSI 2005/25 (2005)
23. Trillo, R., Gracia, J., Espinoza, M., Mena, E.: Discovering the semantics of user keywords. Journal on Universal Computer Science (JUCS). Special Issue: Ontologies and their Applications 13(12), 1908-1935 (2007)