Knowledge-based sense disambiguation (almost) for all structures

Information Systems

Volumn 36, Issue 2, 2011, Pages 406-430

  Mandreoli, Federica ^a   Martoglia, Riccardo ^a  

^a UNIVERSITY OF MODENA AND REGGIO EMILIA   (Italy)

Author keywords

Semantic web; Structure based information; Word sense disambiguation

Indexed keywords

COMMON FORMAT; DATA AND METADATA; DISAMBIGUATION METHOD; FEEDBACK TECHNIQUES; KNOWLEDGE-BASED APPROACH; RELATIONAL SCHEMAS; SCHEMAS; SEMANTIC ANNOTATIONS; STRUCTURAL DISAMBIGUATION; STRUCTURE CHARACTERISTIC; STRUCTURE-BASED; STRUCTURE-BASED INFORMATION; USER INTERVENTION; WORD SENSE DISAMBIGUATION; XML DATA;

KNOWLEDGE BASED SYSTEMS; METADATA; NATURAL LANGUAGE PROCESSING SYSTEMS; ONTOLOGY;

SEMANTIC WEB;

EID: 78649484022     PISSN: 03064379     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.is.2010.08.004     Document Type: Article

References (62)

1. L. Guo, J. Shanmugasundaram, G. Yona, Topology search over biological databases, in: ICDE, 2007.
2. M. d'Aquin, E. Motta, M. Sabou, S. Angeletou, L. Gridinoc, V. Lopez, and D. Guidi Toward a new generation of semantic web applications IEEE Intelligent Systems 23 3 2008 20 28
3. M. Theobald, R. Schenkel, G. Weikum, Exploiting structure, annotation, and ontological knowledge for automatic classification of XML data, in: Proceedings of the International Workshop on Web and Databases (WebDB'03), 2003, pp. 16.
4. L. Guo, X. Wang, J. Fang, Ontology clarification by using semantic disambiguation, in: Proceedings of the 12th International Conference on CSCW in Design (CSCWD), 2008, pp. 476481.
5. M. Theobald, H. Bast, D. Majumdar, R. Schenkel, and G. Weikum Topx: efficient and versatile top-k query processing for semistructured data VLDB Journal 17 1 2008 81 115
6. M. Ehrig, A. Maedche, Ontology-focused crawling of web documents, in: Proceedings of the 2003 ACM Symposium on Applied Computing (ACM SAC'03), 2003, pp. 11741178.
7. J. Gracia, V. Lopez, M. d'Aquin, M. Sabou, E. Motta, E. Mena, Solving semantic ambiguity to improve semantic web based ontology matching, in: Proceedings of the Second International Workshop on Ontology Matching (OM), 2007.
8. H. Paulheim, M. Rebstock, J. Fengel, Context-sensitive referencing for ontology mapping disambiguation, in: Proceedings of the International Workshop on Contexts and Ontologies: Representation and Reasoning (C&O:RR), 2007.
9. J. Gracia, M. d'Aquin, E. Mena, Large scale integration of senses for the semantic web, in: Proceedings of the 18th International Conference on World Wide Web (WWW), 2009.
10. V. Uren, P. Cimiano, J. Iria, S. Handschuh, M. Vargas-Vera, E. Motta, and F. Ciravegna Semantic annotation for knowledge management: requirements and a survey of the state of the art Journal of Web Semantics 4 1 2006 14 28
11. G.A. Miller WordNet: a lexical database for English Communication of the ACM 38 11 1995 39 41
12. P. Bouquet, L. Serafini, S. Zanobini, Bootstrapping semantics on the web: meaning elicitation from schemas, in: Proceedings of the 15th International Conference on World Wide Web (WWW'06), 2006, pp. 505512.
13. F. Mandreoli, R. Martoglia, P. Tiberio, Approximate query answering for a heterogeneous XML document base, in: Proceedings of the Fifth Conference on Web Information Systems Engineering (WISE'04), 2004.
14. E. Agirre, and E.P. Edmonds Word Sense Disambiguation Algorithms and Applications 2007 Springer
15. R. Navigli, Word sense disambiguation: a survey, ACM Computing Surveys 41 (2) (2009)
16. D. Shutt, P. Bernstein, T. Bergstraesser, J. Carlson, S. Pal, and P. Sanders Microsoft repository version 2 and the open information model Information Systems 24 2 1999 71 98
17. F. Mandreoli, R. Martoglia, E. Ronchetti, Versatile structural disambiguation for semantic-aware applications, in: Proceedings of 14th ACM International Conference on Information and Knowledge Management (CIKM'05), 2005, pp. 209216.
18. F. Mandreoli, R. Martoglia, E. Ronchetti, STRIDER: a versatile system for structural disambiguation, in: Proceedings of 10th International Conference on Extending Database Technology (EDBT'06), 2006, pp. 11941197.
19. M. Lesk, Automatic sense disambiguation using machine readable dictionaries: how to tell a pine cone from an ice cream cone, in: Proceedings of the Fifth annual international conference on Systems documentation (SIGDOC '86), 1986, pp. 2426.
20. S. Banerjee, T. Pedersen, Extended gloss overlaps as a measure of semantic relatedness, in: Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI'03), 2003, pp. 805810.
21. R. Mihalcea, Unsupervised large-vocabulary word sense disambiguation with graph-based algorithms for sequence data labeling, in: Proceedings of the Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing (HLT/EMNLP), 2005.
22. R. Navigli, and P. Velardi Structural semantic interconnections: a knowledge-based approach to word sense disambiguation IEEE Transactions on Pattern Analysis and Machine Intelligence 27 7 2005 1075 1086
23. M. Galley, K. McKeown, Improving word sense disambiguation in lexical chaining, in: Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI), 2003, pp. 14861488.
24. R. Navigli A structural approach to the automatic adjudication of word sense disagreements Natural Language Engineering 14 4 2008 547 573
25. M. Halliday, and E.R. Hasan Cohesion in English 1976 Longman Group Ltd
26. R. Navigli, M. Lapata, Graph connectivity measures for unsupervised word sense disambiguation, in: Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI), 2007, pp. 16831688.
27. R. Mihalcea, P. Tarau, E. Figa, PageRank on semantic networks, with application to word sense disambiguation, in: Proceedings of the 20th International Conference on Computational Linguistics (COLING), 2004.
28. R. Rada, H. Mili, E. Bicknell, and M. Blettner Development and application of a metric on semantic nets IEEE Transactions on Systems Man and Cybernetics 19 1 1989 17 30
29. C. Leacock, and M. Chodorow Combining local context and WordNet similarity for word sense identification C. Fellbaum, WordNet: An Electronic Lexical Database 1998 MIT Press 256 283
30. J. Jiang, D. Conrath, Semantic similarity based on corpus statistics and lexical taxonomy, in: Proceedings of the 10th International Conference on Research in Computational Liguistics, 1997.
31. P. Resnik, Using information content to evaluate semantic similarity in a taxonomy, in: Proceedings of the 14th International Joint Conference on Artificial Intelligence (IJCAI '95), 1995, pp. 448453.
32. E. Agirre, G. Rigau, Word sense disambiguation using conceptual density, in: Proceedings of the 16th International Conference on Computational Linguistics (COLING), 1996, pp. 1622.
33. E. Budanitsky, G. Hirst, Semantic distance in WordNet: an experimental, application-oriented evaluation of five measures, in: Proceedings of the Workshop on WordNet and Other Lexical Resources, in the North American Chapter of the Association for Computational Linguistics (NAACL'01), 2001.
34. E. Terra, C.L.A. Clarke, Frequency estimates for statistical word similarity measures, in: Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology (NAACL'03), 2003, pp. 244251.
35. P. Cimiano, S. Handschuh, S. Staab, Towards the self-annotating web, in: Proceedings of the 13th WWW Conference (WWW'04), 2004, pp. 462471.
36. P. D. Turney, Word sense disambiguation by web mining for word co-occurrence probabilities, in: Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text (Senseval-3), 2004, pp. 239242.
37. E. Agirre, E. Alfonseca, K. Hall, J. Kravalova, M. Paca, A. Soroa, A study on similarity and relatedness using distributional and wordnet-based approaches, in: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2009, pp. 1927.
38. R.L. Cilibrasi, and P.M.B. Vitanyi The Google similarity distance IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) 19 3 2007 370 383
39. M. Strube, S.P. Ponzetto, WikiRelate! Computing semantic relatedness using Wikipedia, in: Proceedings of the 21st National Conference on Artificial Intelligence (AAAI'06), 2006.
40. L. Mrquez, G. Escudero, D. Martnez, G. Rigau, Supervised corpus-based methods for WSD, in: E. Agirre, E.P. Edmonds, Word Sense Disambiguation Algorithms and Applications, Springer, 2007.
41. T. Pedersen, Unsupervised corpus-based methods for WSD, in: E. Agirre, E.P. Edmonds, Word Sense Disambiguation Algorithms and Applications, Springer, 2007.
42. A. Kilgarriff, and M. Palmer Introduction to the special issue on senseval Computers in the Humanities 34 12 2000 1 13
43. A. Kilgarriff, and P. Edmonds Introduction to the special issue on evaluating word sense disambiguation systems Journal of Natural Language Engineering 8 4 2002 279 291
44. T.H. Ng, Getting serious about word sense disambiguation, in: Proceedings of the ACL SIGLEX Workshop on Tagging Text with Lexical Semantics: Why, What and How?, 1997, pp. 17.
45. P. Edmonds, Designing a task for Senseval-2, Technical Report, University of Brighton, 2000.
46. M. Cuadros, G. Rigau, Quality assessment of large scale knowledge resources, in: Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2006, pp. 534541.
47. J. Madhavan, P.A. Bernstein, A. Doan, A.Y. Halevy, Corpus-based schema matching, in: Proceedings of 21st International Conference on Data Engineering (ICDE'05), 2005, pp. 5768.
48. R. Navigli, P. Velardi, and A. Gangemi Ontology learning and its application to automated terminology translation IEEE Intelligent Systems 18 1 2003 22 31
49. A. Tagarelli, S. Greco, Clustering transactional XML data with semantically-enriched content and structural features, in: Proceedings of the Fifth Conference on Web Information Systems Engineering (WISE'04), 2004, pp. 266278.
50. R. Trillo, J. Gracia, M. Espinoza, and E. Mena Discovering the semantics of user keywords Journal of Universal Computer Science 13 12 2007 1908 1935
51. L. McDowell, O. Etzioni, S. Gribble, A. Halevy, H. Levy, W. Pentney, D. Verma, S. Vlasseva, Mangrove: enticing ordinary people onto the semantic web via instant gratification, in: Proceedings of the Second International Semantic Web Conference (ISWC'03), 2003, pp. 754770.
52. F. Ciravegna, A. Dingli, D. Petrelli, Y. Wilks, User-system cooperation in document annotation based on information extraction, in: Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management (EKAW'02), 2002, pp. 122137.
53. V. Svatek, M. Labsky, M. Vacura, Knowledge modelling for deductive web mining, in: Proceedings of the 14th International Conference on Knowledge Engineering and Knowledge Management (EKAW'04), 2004, pp. 337353.
54. F. Ciravegna, S. Chapman, A. Dingli, Y. Wilks, Learning to harvest information for the semantic web, in: Proceedings of First European Semantic Web Symposium (ESWS '04), 2004, pp. 312326.
55. O. Etzioni, M. Cafarella, D. Downey, S. Kok, A. Popescu, T. Shaked, S. Soderland, D.S. Weld, A. Yates, Web-scale information extraction in KnowItAll: (preliminary results), in: Proceedings of the 13th International conference on World Wide Web (WWW'04), 2004, pp. 100110.
56. S. Melnik, E. Rahm, P.A. Bernstein, Rondo: a programming platform for generic model management, in: Proceedings of the 22nd ACM International Conference on Management Of Data (SIGMOD'03), 2003, pp. 193204.
57. J. Madhavan, P.A. Bernstein, E. Rahm, Generic schema matching with cupid, in: Proceedings of the 27th International Conference on Very Large Data Bases (VLDB'01), 2001, pp. 4958.
58. H. Do, E. Rahm, COMAa system for flexible combination of schema matching approaches, in: Proceedings of the 28th VLDB Conference, 2002.
59. S. Sorrentino, S. Bergamaschi, M. Gawinecki, L. Po, Schema normalization for improving schema matching, in: ER, 2009, pp. 280293.
60. P. Resnik, Disambiguating noun groupings with respect to wordnet senses, in: Proceedings of the Third Workshop on Very Large Corpora, 1995, pp. 5468.
61. G.A. Miller, C. Leacock, R. Tengi, R.T. Bunker, A semantic concordance, in: Proceedings of the workshop on Human Language Technology (HLT), 1993, pp. 303308.
62. T. Berners-Lee, J. Hendler, O. Lassila, The semantic web, Scientific American 284 (5) (2001)