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In this article, we experiment with Conceptual Density and Random Walk with graph methods to enhance the performance of the Arabic Information Retrieval System. To do this, a medium-sized corpus was used. The results proved that Random Walk can enhance the performance of the information retrieval system by achieving a mean improvement of 13%, 16%, and 12% in terms of recall, precision, and F-score, respectively.<\/jats:p>","DOI":"10.1145\/3510451","type":"journal-article","created":{"date-parts":[[2022,1,19]],"date-time":"2022-01-19T20:19:23Z","timestamp":1642623563000},"page":"1-19","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Arabic Word Sense Disambiguation for Information Retrieval"],"prefix":"10.1145","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7819-2354","authenticated-orcid":false,"given":"Mohammed Alaeddine","family":"Abderrahim","sequence":"first","affiliation":[{"name":"Laboratoire de Traitement Automatique de la Langue Arabe (LTALA), Tlemcen University, Tlemcen, Algeria"}]},{"given":"Mohammed El-Amine","family":"Abderrahim","sequence":"additional","affiliation":[{"name":"Laboratoire de Traitement Automatique de la Langue Arabe (LTALA), Tlemcen University, Tlemcen, Algeria"}]}],"member":"320","published-online":{"date-parts":[[2022,1,19]]},"reference":[{"key":"e_1_3_2_2_2","volume-title":"Th\u00e9se de doctorat, Universit\u00e8 de Tlemcen, Algerie","author":"Abderrahim M. 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