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In this context, the proposed system improves most search engines that are based on matching words. The key of the system is to use a new version of the Fuzzy Interrelations and Synonymy\u2010Based Concept Representation Model (FIS\u2010CRM) to extract and represent the concepts contained in both the Web pages and the user query. This model, which was integrated into other tools such as the Fuzzy Interrelations and Synonymy based Searcher (FISS) metasearcher and the fz\u2010mail system, considers the fuzzy synonymy and the fuzzy generality interrelations as a means of representing word interrelations (stored in a fuzzy synonymy dictionary and ontologies). The new version of the model, which is based on the study of the cooccurrences of synonyms, integrates a soft method for disambiguating word senses. This method also considers the context of the word to be disambiguated and the thematic ontologies and sets of synonyms stored in the dictionary.<\/jats:p>","DOI":"10.1002\/asi.20310","type":"journal-article","created":{"date-parts":[[2006,1,18]],"date-time":"2006-01-18T21:47:21Z","timestamp":1137620841000},"page":"564-576","source":"Crossref","is-referenced-by-count":22,"title":["Concept\u2010matching IR systems versus word\u2010matching information retrieval systems: Considering fuzzy interrelations for indexing Web pages"],"prefix":"10.1002","volume":"57","author":[{"given":"Pablo J.","family":"Garc\u00e9s","sequence":"first","affiliation":[]},{"given":"Jos\u00e9 A.","family":"Olivas","sequence":"additional","affiliation":[]},{"given":"Francisco P.","family":"Romero","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2006,1,18]]},"reference":[{"key":"e_1_2_6_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-1897-0_11"},{"key":"e_1_2_6_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-1772-0_3"},{"key":"e_1_2_6_4_1","unstructured":"Choi D.(2001).Integration of document index with perception index and its application to fuzzy query on the Internet. Proceedings of the BISC International Workshop on Fuzzy Logic and the Internet (Memorandum No. UCB\/ERL M01\/28) (pp. 68\u201372). Berkeley: University of California."},{"key":"e_1_2_6_5_1","unstructured":"Cooley R. Mobasher B. &Srivastaba J.(1997).Grouping Web page references into transactions for mining World Wide Web browsing patterns(Tech. Rep. No. TR 97\u2013021). Minneapolis: University of Minnesota."},{"key":"e_1_2_6_6_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009973415168"},{"key":"e_1_2_6_7_1","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9"},{"key":"e_1_2_6_8_1","first-page":"49","volume-title":"Association rules and fuzzy associations rule to find new query terms. Proceedings of the Third EUSFLAT Conference","author":"Delgado M.","year":"2003"},{"key":"e_1_2_6_9_1","unstructured":"Fern\u00e1ndez S.(2001).Acontribution to the automatic processing of the synonymy using Prolog. Unpublished Ph.D. thesis University of Santiago de Compostela Spain."},{"key":"e_1_2_6_10_1","first-page":"89","volume-title":"Revista de la Sociedad Espa\u00f1ola para el Procesamiento del Lenguaje Natural (SEPLN)","author":"Fern\u00e1ndez S.","year":"2000"},{"key":"e_1_2_6_11_1","unstructured":"Gonzalo J. Verdejo F. Chugur I. &Cigarran J.(1998).Indexing with WordNet synsets can improve retrieval. Proceedings of the COLING\/ ACL Work on Usage of WordNet in Natural Language Processing Systems (pp. 38\u201344). Montreal Canada."},{"key":"e_1_2_6_12_1","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488501001009"},{"key":"e_1_2_6_13_1","unstructured":"Herrera\u2010Viedma R. &Pasi G.(2003).Fuzzy approaches to access information on the Web: Recent developments and research trends. Proceedings of the Third EUSFLAT Conference (pp. 25\u201331). Zittau Germany: Third EUSFLAT Conference."},{"key":"e_1_2_6_14_1","doi-asserted-by":"crossref","unstructured":"King\u2010Ip L. &Ravikumar K.(2001).A similarity\u2010based soft clustering algorithm for documents. Proceedings of the Seventh International Conference on Database Systems for Advanced Applications (DASFAA '01) (pp. 40\u201347). IEEE.","DOI":"10.1109\/DASFAA.2001.916362"},{"key":"e_1_2_6_15_1","unstructured":"Kiryakov A.K. &Simov K.I.(1999).Ontologically supported semantic matching. Proceedings of NODALIDA'99: Nordic Conference on Computational Linguistics."},{"key":"e_1_2_6_16_1","unstructured":"Lafourcade M. &Prince V.(2001).Relative synonymy and conceptual vectors. 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