Fuzzy approach of synonymy and polysemy for information retrieval

Studies in Fuzziness and Soft Computing

Volumn 224, Issue , 2008, Pages 179-198

  Soto, Andrés ^a   Olivas, José A ^b   Prieto, Manuel E ^b  

^a UNIVERSIDAD AUTÓNOMA DEL CARMEN   (Mexico)

^b UNIVERSITY OF CASTILLA LA MANCHA   (Spain)

Author keywords

Fuzzy set; Polysemy; Query expansion; Synonymy; Vector space model; Web information retrieval

Indexed keywords

EID: 37749021487     PISSN: 14349922     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-76973-6_12     Document Type: Article

References (49)

1. Salton, G., Wong, A., Yang, C.: Communications of the ACM 18(11), 613-620 (1975)
2. Ricarte, I., Gomide, F.: A reference model for intelligent information search. In: Proceedings of the BISC Int. Workshop on Fuzzy Logic and the Internet, pp. 80-85 (2001)
3. Baeza-Yates, R., Ribeiro, B.: Modern Information Retrieval. Addison-Wesley-Longman, ACM Press, New York (1999)
4. Mendes, M., Sacks, L.: Evaluating fuzzy clustering for relevance-based information access. In: FUZZ-IEEE 2003. Proc. of the IEEE International Conference on Fuzzy Systems (2003)
5. Pasi, G.: Mathware and Soft Computing 9, 107-121 (2002)
6. Herrera-Viedma, E., Pasi, G.: Fuzzy approaches to access information on the Web: Recent developments and research trends. In: Proceedings of the Third Conference of the EUSFLAT, pp. 25-31 (2003)
7. Zamir, O., Etzioni, O.: Grouper: A dynamic clustering interface to web search results. In: Proceedings of the WWW8 (1999)
8. Martin-Bautista, M., Vila, M., Kraft, D., Chen, J., Cruz, J.: Journal of Soft Computing 6(5), 365-372 (2002)
9. Perkovitz, M., Etzioni, O.: Artificial Intelligence 118, 245-275 (2000)
10. Tang, Y., Zhang, Y.: Personalized library search agents using data mining techniques. In: Proceedings of the BISC Int.Workshop on Fuzzy Logic and the Internet, pp. 119-124 (2001)
11. Cooley, R., Mobashe, B., Srivastaba, J.: Grouping web page references into transactions for mining world wide web browsing patterns. Technical report TR 97-021, University of Minnesota, Minneapolis (1997)
12. Hamdi, M.: MASACAD: A multi-agent approach to information customization for the purpose of academic advising of students. In: Applied Soft Computing Article, Elsevier B.V. Science Direct (in Press, 2006)
13. Lin, H., Wang, L., Chen, S.: Expert Systems with Applications 31(2), 397-405 (2006)
14. Delgado, M., Martin-Bautista, M., Sanchez, D., Serrano, J., Vila, M.: Association rules and fuzzy associations rules to find new query terms. In: Proc. of the Third Conference of the EUSFLAT, pp. 49-53 (2003)
15. Miller, G.: Communications of the ACM 11, 39-41 (1995)
16. Gonzalo, J., Verdejo, F., Chugur, I., Cigarran, J.: Indexing with WordNet synsets can improve retrieval. In: Proc. of the COLING/ACL Work. on usage of WordNet in natural language processing systems (1998)
17. Kiryakov, A., Simov, K.: Ontologically supported semantic matching. In: Proceedings of NODALIDA 1999: Nordic Conference on Computational Linguistics, Trondheim (1999)
18. Loupy, C., El-Bèze, M.: Managing synonymy and polysemy in a document retrieval system using WORDNET. In: Proceedings of the LREC 2002: Workshop on Linguistic Knowledge Acquisition and Representation (2002)
19. Whaley, J.: An application of word sense disambiguation to information retrieval. Technical Report PCS-TR99-352, Dartmouth College on Computer Science (1999)
20. Leacock, C1., Chodorow, M.: Combining local context and Wordnet similarity for word sense disambiguation. In: WORDNET, an Electronic Lexical Database, pp. 285-303. MIT Press, Cambridge (1998)
21. Lafourcade, M., Prince, V.: Relative Synonymy and conceptual vectors. In: Proceedings of the Sixth Natural Language Processing Pacific Rim Symposium, vol. 202, pp. 127-134 (2001)
22. Lafourcade, M.: Conceptual vectors and fuzzy templates for discriminating hyperonymy (is-a) and meronymy (part-of) relations. In: Konstantas, D., Léonard, M., Pigneur, Y., Patel, S. (eds.) OOIS 2003. LNCS, vol. 2817, pp. 19-29. Springer, Heidelberg (2003)
23. Olivas, J., de la Mata, J., Serrano-Guerrero, J., Garcés, P., Romero, F.: Desarrollo de motores inteligentes de búsqueda en Internet en el marco del grupo de investigación SMILe-ORETO. In: Olivas, J., Sobrino, A. (eds.) Recuperación de información textual, Text Information Retrieval, Universidad de Santiago de Compostela, pp. 89-102 (2006)
24. Garcés, P., Olivas, J., Romero, F.: FIS-CRM: A Representation Model Based on Fuzzy Interrelations for Internet Search. In: Proceedings of ICAI 2002, pp. 219-224 (2002)
25. Olivas, J., Garces, P., Romero, F.: Int. Journal of Approx. Reasoning 34(2-3), 201-219 (2003)
26. Romero, F., Olivas, J., Garces, P., Jimenez, L.: FzMail: A Fuzzy Tool for Organizing E-Mail. In: The 2003 International Conference on Artificial Intelligence ICAI 2003, Las Vegas, USA (2003)
27. de la Mata, J., Olivas, J., Serrano-Guerrero, J.: Overview of an Agent Based Search Engine Architecture. In: ICAI 2004. Proceedings of the International Conference on Artificial Intelligence, Las Vegas, USA, pp. 62-67 (2004)
28. Olivas, J., Rios, S.: In: Larsen, H.L., Pasi, G., Ortiz-Arroyo, D., Andreasen, T., Christiansen, H. (eds.) FQAS 2006. LNCS (LNAI), vol. 4027, pp. 681-690. Springer, Heidelberg (2006)
29. Garcés, P., Olivas, J., Romero, F.: Journal of the American Society for Information Science and Technology JASIST 57(4), 564-576 (2006)
30. Widyantoro, D., Yen, J.: Incorporating fuzzy ontology of term relations in a search engine. In: Proceedings of the BISC Int. Workshop on Fuzzy Logic and the Internet, pp. 155-160 (2001)
31. Fernandez, S.: Una contribuciń al procesamiento automt́ico de la sinonimia utilizando Prolog. Ph.D. thesis, Santiago de Compostela University, Spain (2001)
32. Fernandez, S., Grana, J., Sobrino, A.: A Spanish e-dictionary of synonyms as a fuzzy tool for information retrieval. In: JOTRI 2002. Actas de las I Jornadas de Tratamiento y Recuperación de Información, León, Spain (2002)
33. Blecua, J.: Diccionario avanzado de sinónimos y antónimos de la Lengua Española. Diccionarios de lengua española Vox, Barcelona 647 (1997)
34. WORDNET, An Electronic Lexical Database. The MIT Press, Cambridge, MA (1998)
35. Zadeh, L.: Information and Control 8, 338-353 (1965)
36. Olivas, J., Garcés, P., de la Mata, J., Romero, F., Serrano-Guerrero, J.: Conceptual Soft-Computing based Web search: FISCRM, FISS Metasearcher and GUMSe Architecture. In: Nikravesh, M., Kacprzyk, J., Zadeh, L. (eds.) Forging the New Frontiers: Fuzzy Pioneers II. Studies in Fuzziness and Soft Computing. Springer, Heidelberg (2007)
37. Sparck, J.: Journal of Documentation 28,11-21 (1972)
38. Sparck, J., Walker, S., Robertson, S.: Information Processing and Management 36, 779-808 (2000)
39. Robertson, S.: Journal of Documentation 60, 503-520 (2004)
40. Robertson, S., Sparck, J.: Simple, proven approaches to text retrieval. Technical Report 356, University of Cambridge Computer Laboratory (2006)
41. Ghosh, J.: Scalable clustering in the handbook of data mining. In: Nong, Y. (ed.), vol. 10, pp. 247-278. Lawrence Erlbaum Assoc., Mahwah (2003)
42. Romero, F., Soto, A., Olivas, J.: Fuzzy clustering based on concept measuring in documents. In: Proceedings of the EUROFUSE workshop New Trend. Fuzzy Preference Modeling (2007)
43. Salton, G., McGill, M.: Introduction to Modern Information Retrieval. McGraw-Hill, New York (1983)
44. Yang, Y.: Journal of Information Retrieval 1(1-2), 67-88 (1999)
45. Larsen, B., Aone, C.: Fast and effective text mining using linear-time document clustering. In: Proceedings of the KDD 1999 (1999)
46. Van Rijsbergen, C.: Information Retrieval, 2nd edn. Buttersworth, London (1989)
47. Kowalski, G.: Information Retrieval Systems - Theory and Implementation. Kluwer Academic Publishers, Dordrecht (1997)
48. Barrett, R., Selker, T.: AIM: A new approach for meeting information needs. Technical report, IBM Research (1995)
49. Pedrycz, W.: Pattern Recognition Letters 17, 625-631 (1996)