Combining uncertain outputs from multiple ontology matchers

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

Volumn 4772 LNAI, Issue , 2007, Pages 201-214

  Wang, Ying ^a   Liu, Weiru ^a   Bell, David ^a  

^a QUEEN'S UNIVERSITY BELFAST   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; PATTERN MATCHING; UNCERTAINTY ANALYSIS;

DEMPSTER SHAFER THEORY; POSSIBILITY THEORY;

ONTOLOGY;

EID: 38149128063     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-75410-7_15     Document Type: Conference Paper

References (27)

1. Ehrig, M., Sure, Y.: Ontology mapping - an integrated approach. In: Bussler, C.J., Davies, J., Fensel, D., Studer, R. (eds.) ESWS 2004. LNCS, vol. 3053, pp. 76-91. Springer, Heidelberg (2004)
2. Ehrig, M., Staab, S.: Qom - quick ontology mapping. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 683-697. Springer, Heidelberg (2004)
3. Noy, N.F., Musen, M.A.: Prompt: Algorithm and tool for automated ontology merging and alignment. In: Proceedings of the 17th National Conference on Artificial Intelligence and 12th Conference on Innovative Applications of Artificial Intelligence (AAAI/IAAI 2000), pp. 450-455 (2000)
4. Noy, N.F., Musen, M.A.: Anchor-prompt: Using non- local context for semantic matching. In: Workshop on Ontologies and Information Sharing at the 17th International Joint Conference on Articial Intelligence (IJCAI 2001) (2001)
5. Kalfoglou, Y., Schorlemmer, W.M.: Information-flow-based ontology mapping. In: Proceedings of the International Federated Conferences (CoopIS/DOA/ODBASE 2002), pp. 1132-1151 (2002)
6. Su, X., Gulla, J.A.: Semantic enrichment for ontology mapping. In: Meziane, F., Métais, E. (eds.) NLDB 2004. LNCS, vol. 3136, pp. 217-228. Springer, Heidelberg (2004)
7. Rahm, E., Bernstein, P.A.: A survey of approaches to automatic schema matching. Journal of VLDB 10(4), 334-350 (2001)
8. Shvaiko, P., Euzenat, J.: A survey of schema-based matching approaches. Journal of Data Semantics 4, 146-171 (2005)
9. Choi, N., Song, I.Y., Han, H.: A survey on ontology mapping. SIGMOD Record. 35(3), 34-41 (2006)
10. Nagy, M., Maria Vargas-Vera, E.M.: Dssim-ontology mapping with uncertainty. In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L. (eds.) ISWC 2006. LNCS, vol. 4273, Springer, Heidelberg (2006)
11. Besana, P.: A framework for combining ontology and schema matchers with dempster shafer. In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 196-200. Springer, Heidelberg (2006)
12. Pan, R., Ding, Z., Yu, Y., Peng, Y.: A bayesian network approach to ontology mapping. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, vol. 3729, pp. 563-577. Springer, Heidelberg (2005)
13. Markus Holi, E.H.: Modeling degrees of conceptual overlap in semantic web ontologies. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, vol. 3729, pp. 98-99. Springer, Heidelberg (2005)
14. Zhao, Y., Wang, X., Halang, W.A.: Ontology mapping based on rough formal concept analysis. In: Proceedings of the Advanced International Conference on Telecommunications and International Conference on Internet and Web Applications and Services (AICT/ICIW'06), p. 180 (2006)
15. Lin, D.: An information-theoretic definition of similarity. In: Proceedings of the 15th International Conference on Machine Learning (ICML'98), pp. 296-304 (1998)
16. Gruber, T.R.: A translation approach to portable ontology specifications. Knowledge Acquisition Journal 5(2), 199-220 (1993)
17. Liu, W.: Propositional, Probabilistic and Evidential Reasoning: Integrating Numerical and Symbolic Approaches (2001)
18. Liu, W.: Analyzing the degree of conflict among belief functions. Journal of Artificial Intelligence. 170(11), 909-924 (2006)
19. Zadeh, L.A.: Fuzzy sets as a basis for a theory of possibility. Journal of Fuzzy Sets and Systems 100, 9-34 (1999)
20. Dubois, D., Prade, H.: Possibility Theory (1988)
21. Tang, J., 0003, Y.L., Li, Z.: Multiple strategies detection in ontology mapping. In: Proceedings of the 14th international conference on World Wide Web (WWW'05) (Special interest tracks and posters) pp. 1040-1041 (2005)
22. Madhavan, J., Bernstein, P.A., Rahm, E.: Generic schema matching with cupid. In: Proceedings of 27th International Conference on Very Large Data Bases (VLDB'01), pp. 49-58 (2001)
23. Varelas, G., Voutsakis, E., Raftopoulou, P., Petrakis, E.G.M., Milios, E.E.: Semantic similarity methods in wordnet and their application to information retrieval on the web. In: Proceedings of 7th ACM International Workshop on Web Information and Data Management (WIDM 2005), pp. 10-16 (2005)
24. Resnik, P.: Using information content to evaluate semantic similarity in a taxonomy. In: Proceedings of 14th International Joint Conference for Artificial Intelligence (IJCAI'95), pp. 448-453 (1995)
25. Dubois, D., Prade, H.: Possibility theory in information fusion. In: the 11th International Workshop on Non-Monotonie Reasoning (NMR'02), pp. 103-116 (2002)
26. Qu, Y., Hu, W., Cheng, G.: Constructing virtual documents for ontology matching. In: Proceedings of 15th World Wide Web Conference (WWW'06), pp. 23-31 (2006)
27. Cross, V.: Uncertainty in the automation of ontology matching. In: Proceedings of the 4th International Symposium on Uncertainty Modeling and Analysis (ISUMA'03), pp. 135-140 (2003)