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Volumn 63, Issue 2, 2007, Pages 381-396

Combining classifiers for word sense disambiguation based on Dempster-Shafer theory and OWA operators

Author keywords

Classifier combination; Computational linguistics; Evidential reasoning; OWA operator; Word sense disambiguation

Indexed keywords

CLASSIFIER COMBINATION; EVIDENTIAL REASONING; OWA OPERATORS; WORD SENSE DISAMBIGUATION (WSD);

EID: 34447289684     PISSN: 0169023X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.datak.2007.03.013     Document Type: Article
Times cited : (19)

References (37)
  • 1
    • 34447279901 scopus 로고    scopus 로고
    • Agirre E., and Edmonds P. (Eds), Springer, Dordrecht, the Netherlands
    • In: Agirre E., and Edmonds P. (Eds). Word Sense Disambiguation: Algorithms and Applications (2006), Springer, Dordrecht, the Netherlands
    • (2006) Word Sense Disambiguation: Algorithms and Applications
  • 2
    • 4344710606 scopus 로고    scopus 로고
    • A new technique for combining multiple classifiers using the Dempster-Shafer theory of evidence
    • Al-Ani A., and Deriche M. A new technique for combining multiple classifiers using the Dempster-Shafer theory of evidence. Journal of Artificial Intelligence Research 17 (2002) 333-361
    • (2002) Journal of Artificial Intelligence Research , vol.17 , pp. 333-361
    • Al-Ani, A.1    Deriche, M.2
  • 3
    • 19544368439 scopus 로고    scopus 로고
    • S. Bloehdorn, H. Andreas, Text classification by boosting weak learners based on terms and concepts, in: Proceedings of the Fourth IEEE International Conference on Data Mining, 2004, pp. 331-334.
  • 4
    • 35048882579 scopus 로고    scopus 로고
    • P. Clough, M. Stevenson, Cross-language information retrieval using Euro WordNet and word sense disambiguation, in: Proceedings of Advances in Information Retrieval, 26th European Conference on IR Research (ECIR), 2004, Sunderland, UK, pp. 327-337.
  • 5
    • 29344454459 scopus 로고    scopus 로고
    • S. Dill, N. Eiron, D. Gibson, D. Gruhl, R. Guha, A. Jhingran, T. Kanungo, S. Rajagopalan, A. Tomkins, John A. Tomlin, Jason Y. Zien., Semtag and seeker: bootstrapping the semantic web via automated semantic annotation, in: Proceedings of the Twelfth International Conference on World Wide Web, 2003, pp. 178-186.
  • 6
    • 84974712696 scopus 로고    scopus 로고
    • G. Escudero, L. Màrquez, G. Rigau, Boosting applied to word sense disambiguation, in: Proceedings of the 11th European Conference on Machine Learning, 2000, pp. 129-141.
  • 7
    • 34447290648 scopus 로고    scopus 로고
    • R. Florian, D. Yarowsky, Modeling consensus: classifier combination for word sense disambiguation, in: Proceedings of EMNLP, 2002, pp. 25-32.
  • 8
    • 34447293273 scopus 로고    scopus 로고
    • C. Grozea. Finding optimal parameter settings for high performance word sense disambiguation, in: Proceedings of ACL/SIGLEX Senseval-3, Barcelona, Spain, July, 2004, pp. 125-128.
  • 9
    • 21344458696 scopus 로고    scopus 로고
    • A linguistic decision process in group decision making
    • Herrera F., and Verdegay J.L. A linguistic decision process in group decision making. Group Decision Negotiation 5 (1996) 165-176
    • (1996) Group Decision Negotiation , vol.5 , pp. 165-176
    • Herrera, F.1    Verdegay, J.L.2
  • 11
    • 0002487107 scopus 로고    scopus 로고
    • Introduction to the special issue on word sense disambiguation: the state of the art
    • Ide N., and Véronis J. Introduction to the special issue on word sense disambiguation: the state of the art. Computational Linguistics 24 (1998) 1-40
    • (1998) Computational Linguistics , vol.24 , pp. 1-40
    • Ide, N.1    Véronis, J.2
  • 13
    • 34447275932 scopus 로고    scopus 로고
    • A. Kilgarriff, English lexical sample task description, in: Proceedings of Senseval-2: Second International Workshop on Evaluating Word Sense Disambiguation Systems, 2001, Toulouse, France, pp. 17-20.
  • 15
    • 34447277124 scopus 로고    scopus 로고
    • D. Klein, K. Toutanova, H. Tolga Ilhan, S.D. Kamvar, C.D. Manning, Combining heterogeneous classifiers for word-sense disambiguation, ACL WSD Workshop, 2002, pp. 74-80.
  • 16
    • 0348151971 scopus 로고    scopus 로고
    • Combining classifiers: soft computing solutions
    • Pal S.K., and Pal A. (Eds), World Scientific
    • Kuncheva L.I. Combining classifiers: soft computing solutions. In: Pal S.K., and Pal A. (Eds). Pattern Recognition: From Classical to Modern Approaches (2001), World Scientific 427-451
    • (2001) Pattern Recognition: From Classical to Modern Approaches , pp. 427-451
    • Kuncheva, L.I.1
  • 17
    • 26944479667 scopus 로고    scopus 로고
    • C.A. Le, V.-N. Huynh, A. Shimazu, Combining classifiers with multi-representation of context in word sense disambiguation, in: T.B. Ho et al. (Eds.), PAKDD 2005, LNAI, vol. 3518, Springer-Verlag, pp. 262-268.
  • 18
    • 26944431933 scopus 로고    scopus 로고
    • C.A. Le, V.-N. Huynh, A. Shimazu, An evidential reasoning approach to weighted combination of classifiers for word sense disambiguation, in: P. Perner, A. Imiya (Eds.), MLDM 2005, LNCS, vol. 3587, Springer-Verlag, pp. 516-525.
  • 19
    • 33645998767 scopus 로고    scopus 로고
    • C.A. Le, V.-N. Huynh, H.C. Dam, A. Shimazu, Combining classifiers based on OWA operators with an application to word sense disambiguation, in: D. Slezak et al. (Eds.), RSFDGrC' 2005, LNAI, vol. 3641, Springer-Verlag, pp. 512-521.
  • 20
    • 34447268672 scopus 로고    scopus 로고
    • Word sense disambiguation by combining classifiers with an adaptive selection of context representation
    • Le C.A., Shimazu A., and Huynh V.-N. Word sense disambiguation by combining classifiers with an adaptive selection of context representation. Journal of Natural Language Processing 13 1 (2006) 75-95
    • (2006) Journal of Natural Language Processing , vol.13 , Issue.1 , pp. 75-95
    • Le, C.A.1    Shimazu, A.2    Huynh, V.-N.3
  • 21
    • 0346336042 scopus 로고    scopus 로고
    • Using corpus statistics and WordNet relations for sense identification
    • Leacock C., Chodorow M., and Miller G. Using corpus statistics and WordNet relations for sense identification. Computational Linguistics 24 1 (1998) 147-165
    • (1998) Computational Linguistics , vol.24 , Issue.1 , pp. 147-165
    • Leacock, C.1    Chodorow, M.2    Miller, G.3
  • 22
    • 33750722848 scopus 로고    scopus 로고
    • Tagger evaluation given hierarchical tag sets
    • Melamed I.D., and Resnik P. Tagger evaluation given hierarchical tag sets. Computers and the Humanities 34 1-2 (2000) 79-84
    • (2000) Computers and the Humanities , vol.34 , Issue.1-2 , pp. 79-84
    • Melamed, I.D.1    Resnik, P.2
  • 23
    • 34447273147 scopus 로고    scopus 로고
    • R. Mihalcea, T. Chklovski, A. Killgariff, The Senseval-3 English lexical sample task, in: Proceedings of ACL/SIGLEX Senseval-3, Barcelona, Spain, July, 2004, pp. 25-28.
  • 25
    • 34447265245 scopus 로고    scopus 로고
    • R.J. Mooney, Comparative experiments on disambiguating word senses: an illustration of the role of bias in machine learning, in: Proceedings of the EMNLP, 1996, pp. 82-91.
  • 26
    • 34447285465 scopus 로고    scopus 로고
    • H.T. Ng, H.B. Lee, Integrating multiple knowledge sources to disambiguate word sense: an exemplar-based approach, in: Proceedings of the 34th Annual Meeting of the ACL, 1996, pp. 40-47.
  • 27
    • 34447286441 scopus 로고    scopus 로고
    • T. Pedersen, A simple approach to building ensembles of Naive Bayesian classifiers for word sense disambiguation, in: Proceedings of the North American Chapter of the ACL, 2000, pp. 63-69.
  • 28
    • 85015368459 scopus 로고    scopus 로고
    • M. Sanderson, Word sense disambiguation and information retrieval, in: Proceedings of the 17th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1994, Dublin, Ireland, pp. 142-151.
  • 31
    • 34447291076 scopus 로고    scopus 로고
    • P. Vossen, G. Rigau, I. Alegria, E. Agirre, D. Farwell, M. Fuentes, Meaningful results for information retrieval in the MEANING project, in: Proceedings of Third International WordNet Conference, Jeju Island, Korea, 2006.
  • 32
    • 34447261864 scopus 로고    scopus 로고
    • X.J. Wang, Y. Matsumoto, Trajectory based word sense disambiguation, in: Proceedings of the 20th International Conference on Computational Linguistics, Geneva, August, 2004, pp. 903-909.
  • 33
    • 0023855863 scopus 로고
    • On ordered weighted averaging aggregation operators in multicriteria decision making
    • Yager R.R. On ordered weighted averaging aggregation operators in multicriteria decision making. IEEE Transactions on Systems, Man, and Cybernetics 18 (1988) 183-190
    • (1988) IEEE Transactions on Systems, Man, and Cybernetics , vol.18 , pp. 183-190
    • Yager, R.R.1
  • 35
    • 34447254716 scopus 로고    scopus 로고
    • D. Yarowsky, S. Cucerzan, R. Florian, C. Schafer, R. Wicentowski, The Johns Hopkins SENSEVAL2 System Descriptions, in: Proceedings of SENSEVAL2, 2001, pp. 163-166.
  • 36
    • 49049122961 scopus 로고
    • A computational approach to fuzzy quantifiers in natural languages
    • Zadeh L.A. A computational approach to fuzzy quantifiers in natural languages. Computers and Mathematics with Applications 9 (1983) 149-184
    • (1983) Computers and Mathematics with Applications , vol.9 , pp. 149-184
    • Zadeh, L.A.1
  • 37
    • 0003146466 scopus 로고
    • Reviews of Books: A Mathematical Theory of Evidence
    • Zadeh L.A. Reviews of Books: A Mathematical Theory of Evidence. The AI Magazine 5 (1984) 81-83
    • (1984) The AI Magazine , vol.5 , pp. 81-83
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.