On the influence of description logics ontologies on conceptual similarity

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

Volumn 5268 LNAI, Issue , 2008, Pages 48-63

  D'Amato, Claudia ^a   Staab, Steffen ^b   Fanizzi, Nicola ^a  

^a UNIVERSITY OF BARI   (Italy)

^b University of Koblenz Landau ^*  (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

DATA DESCRIPTION; FORMAL LANGUAGES; KNOWLEDGE MANAGEMENT;

CONCEPT DESCRIPTION; CONCEPT SIMILARITY; ONTOLOGY ALIGNMENT; ONTOLOGY POPULATION; ONTOLOGY REPRESENTATION LANGUAGE; SEMANTIC SIMILARITY MEASURES; SIMILARITY FUNCTIONS; SIMILARITY MEASURE;

ONTOLOGY;

EID: 56649097242     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87696-0_7     Document Type: Conference Paper

References (29)

1. Baader, P., Küsters, R., Molitor, R.: Computing least common subsumers in description logics with existential restrictions. In: Dean, T. (ed.) Proc. of IJCAI, pp. 96-101. Morgan Kaufmann, San Francisco (1999)
2. Baader, F., Sertkaya, R., Turhan, Y.: Computing least common subsumers w.r.t. a background terminology. In: Proc. of the Int. Workshop on DLs, CRUR-WS.org (2004)
3. Bock, H.H., Diday, R.: Analysis of symbolic data: exploratory methods for extracting statistical information from complex data. Springer, Heidelberg (2000)
4. Borgida, A., Walsh, T.J., Hirsh, H.: Towards measuring similarity in description logics. In: Proc. of the Int. Description Logics WS. CRUR, vol. 147 (2005)
5. Brandt, S., Kusters, R., Turhan, A.-Y.: Approximation and difference in description logics. In: Fensel, D., Giunchiglia, P., McGuinness, D., Williams, M.-A. (eds.) Proc. of the Int. Conf. on Knowledge Representation, pp. 203-214. Morgan Kaufmann, San Francisco (2002)
6. Collins, A., Quillian, M.: Retrieval time from semantic memory. Journal of Verbal Learning and Verbal Behavior 8, 240-247 (1969)
7. d'Amato, C.: Similarity-based Learning Methods for the Semantic Web, PhD Thesis (2007)
8. d'Amato, C., Fanizzi, N., Esposito, F.: A dissimilarity measure for concept descriptions in expressive ontology languages. In: Alani, H., Brewster, C., Noy, N., Sleeman, D. (eds.) Proceedings of the KCAP 2005 Ontology Management Workshop, Banff, Canada (2005)
9. d'Amato, C., Fanizzi, N., Esposito, F.: A semantic similarity measure for expressive description logics. In: Pettorossi, A. (ed.) Proceedings of Convegno Italiano di Logica Computazionale (CILC 2005), Rome, Italy (2005)
10. d'Amato, C., Fanizzi, N., Esposito, F.: A dissimilarity measure for concept descriptions. In: Proceedings of the 21st Annual ACM Symposium of Applied Computing, SAC 2006, Dijon, France, vol. 2, pp. 1695-1699. ACM, New York (2006)
11. d'Amato, C., Staab, S., Fanizzi, N., Esposito, F.: Efficient discovery of services specified in description logics languages. In: Proc. of the ISWC Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web (2007)
12. Baader, F., et al. (eds.): The Description Logic Handbook. Cambridge University Press, Cambridge (2003)
13. Euzenat, J., Valtchev, P.: Similarity-based ontology alignment in owl-lite. In: de Mántaras, R.L., Saitta, L. (eds.) Proc. of the 16th Eureopean Conference on Artificial Intelligence, ECAI 2004, pp. 333-337. IOS Press, Amsterdam (2004)
14. Goldstone, R.L., Medin, D.L., Halberstadt, J.: Similarity in context. Memory and Cognition 25(2), 237-255 (1997)
15. Haykin, S.: Self-organizing maps: Neural networks - A comprehensive foundation, 2nd edn. Prentice-Hall, Englewood Cliffs (1999)
16. Holyoak, K.J., Thagard, P.: Mental leaps analogy in creative thought. MIT Press, Cambridge (1995)
17. Hunter, J., Drennan, J., Little, S.: Realizing the hydrogen economy through semantic web technologies. IEEE Intelligent Systems 19(1), 40-47 (2004)
18. Jaccard, P.: étude comparative de la distribution florale dans une portion des alpes et des jura. Bulletin del la Société Vaudoise des Sciences Naturelles 37, 547-579 (1901)
19. Jang, J., Conrath, D.: Semantic metrics. In: Staab, S., Svatek, V. (eds.) EKAW 2006. LNCS (LNAI), vol. 4248, pp. 166-181. Springer, Heidelberg (2006)
20. Janowicz, K.: Sim-dl: Towards a semantic similarity measurement theory for the description logic in geographic information retrieval. In: Meersman, R., et al. (eds.) OTM 2006 Workshops. LNCS, vol. 4278, pp. 1681-1692. Springer, Heidelberg (2006)
21. Janowicz, K., Keßler, C., Schwarz, M., Wilkes, M., Panov, I., Espeter, M., Bäumer, B.: Algorithm, Implementation and Application of the SIM-DL Similarity Server. In: Fonseca, F., Rodríguez, M.A., Levashkin, S. (eds.) GeoS 2007. LNCS, vol. 4853, pp. 128-145. Springer, Heidelberg (2007)
22. Kanungo, T., Mount, D.M., Netanyahu, N., Piatko, C., Silverman, R., Wu, A.Y.: An efficient k-means clustering algorithm: Analysis and implementation. IEEE Trans. Pattern Analysis and Machine Intelligence 24, 881-892 (2002)
23. Maedche, A., Staab, S.: Measuring similarity between ontologies. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473, pp. 251-263. Springer, Heidelberg (2002)
24. Mantay, T.: Commonality-based ABox retrieval. Technical Report FBI-HH-M-291/2000, Department of Computer Science, University of Hamburg, Germany (2000)
25. Mitchell, T.M.: Machine Learning. McGraw-Hill, New York (1997)
26. Rada, R., Mili, H., Bicknell, E., Blettner, M.: Development and application of a metric on semantic nets. IEEE Transactions on System, Man, and Cybernetics 19(1), 17-30 (1989)
27. Resnik, P.: Using information content to evaluate semantic similarity in a taxanomy. In: Proc. of the Int. Joint Conf. for Artificial Intelligence (IJCAI 1995), pp. 448-453 (1995)
28. Resnik, P.: Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research 11, 95-130 (1999)
29. Tversky, A.: Features of similarity. Psycological Review 84(4), 327-352 (1977)