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Second, the possibility theory is used by taking advantage of a double relevance measure (possibility and necessity) between the articles of the dictionary and query terms. Third, these two approaches are combined by using two different aggregation methods. The authors also benefit from an existing approach for reweighting query terms in the possibilistic matching model to improve the expansion process. In order to assess and compare the approaches, the authors performed experiments on the standard \u2018LeMonde94\u2019 test collection.<\/p>","DOI":"10.4018\/jiit.2011100101","type":"journal-article","created":{"date-parts":[[2011,11,16]],"date-time":"2011-11-16T07:54:27Z","timestamp":1321430067000},"page":"1-25","source":"Crossref","is-referenced-by-count":22,"title":["Towards a Possibilistic Information Retrieval System Using Semantic Query Expansion"],"prefix":"10.4018","volume":"7","author":[{"given":"Bilel","family":"Elayeb","sequence":"first","affiliation":[{"name":"ENSI Manouba University, Tunisia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ibrahim","family":"Bounhas","sequence":"additional","affiliation":[{"name":"Faculty of Sciences of Tunis, Tunisia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Oussama","family":"Ben Khiroun","sequence":"additional","affiliation":[{"name":"ENSI Manouba University, Tunisia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fabrice","family":"Evrard","sequence":"additional","affiliation":[{"name":"Informatics Research Institute of Toulouse (IRIT), France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Narj\u00e8s","family":"Bellamine-BenSaoud","sequence":"additional","affiliation":[{"name":"ENSI Manouba University, Tunisia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"jiit.2011100101-0","doi-asserted-by":"crossref","unstructured":"Adriani, M., & van Rijsbergen, C. 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