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The Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS), a multi-criteria decision-making method, has been utilized to optimize the system. The solution presented in this research includes two major parts, where the employed ABC algorithm has been improved and is more efficient than the standard version. This research has addressed the TripAdvisor dataset and presented a method for hotel recommendations based on user preferences according to real data. The obtained results demonstrate the high accuracy of the method presented in the research. <\/jats:p>","DOI":"10.1142\/s0219622020500522","type":"journal-article","created":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T16:57:02Z","timestamp":1607619422000},"page":"399-429","source":"Crossref","is-referenced-by-count":50,"title":["A Hotel Recommender System for Tourists Using the Artificial Bee Colony Algorithm and Fuzzy TOPSIS Model: A Case Study of TripAdvisor"],"prefix":"10.1142","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5952-156X","authenticated-orcid":false,"given":"Saman","family":"Forouzandeh","sequence":"first","affiliation":[{"name":"Department of Computer Engineering, University of Applied Science and Technology, Center of Tehran Municipality ICT org., Tehran, Iran"}]},{"given":"Kamal","family":"Berahmand","sequence":"additional","affiliation":[{"name":"Department of Science and Engineering, Queensland University of Technology, Brisbane, Australia"}]},{"given":"Elahe","family":"Nasiri","sequence":"additional","affiliation":[{"name":"Department of Information Technology and Communications, Azarbaijan Shahid Madani University, Tabriz, Iran"}]},{"given":"Mehrdad","family":"Rostami","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran"}]}],"member":"219","published-online":{"date-parts":[[2021,2,1]]},"reference":[{"key":"S0219622020500522BIB001","first-page":"1","author":"Lin C.","year":"2020","journal-title":"Annals of Operations Research"},{"key":"S0219622020500522BIB002","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2019.03.009"},{"key":"S0219622020500522BIB003","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2015.03.008"},{"key":"S0219622020500522BIB006","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.07.077"},{"key":"S0219622020500522BIB008","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2019.01.001"},{"key":"S0219622020500522BIB009","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.06.007"},{"issue":"2","key":"S0219622020500522BIB010","first-page":"455","volume":"32","author":"Huang J.-H.","year":"2012","journal-title":"Tourism Management Perspectives"},{"issue":"1","key":"S0219622020500522BIB012","first-page":"1","volume":"11","author":"Forouzandeh S.","year":"2014","journal-title":"Webology"},{"key":"S0219622020500522BIB013","doi-asserted-by":"publisher","DOI":"10.14704\/WEB\/V16I1\/a178"},{"key":"S0219622020500522BIB014","first-page":"1","author":"Forouzandeh S.","year":"2020","journal-title":"Multimedia Tools and Applications"},{"key":"S0219622020500522BIB015","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2015905313"},{"issue":"8","key":"S0219622020500522BIB016","first-page":"46","volume":"17","author":"Forouzandeh S.","year":"2017","journal-title":"International Journal of Computer Science and Network Security (IJCSNS)"},{"issue":"8","key":"S0219622020500522BIB017","first-page":"46","volume":"17","author":"Forouzandeh S.","year":"2018","journal-title":"International Journal of Computer Science and Network Security (IJCSNS)"},{"key":"S0219622020500522BIB018","doi-asserted-by":"publisher","DOI":"10.1108\/IJWIS-07-2017-0053"},{"key":"S0219622020500522BIB019","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcn.2019.100681"},{"key":"S0219622020500522BIB020","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-019-01371-0"},{"key":"S0219622020500522BIB021","doi-asserted-by":"publisher","DOI":"10.1016\/j.tourman.2018.12.007"},{"key":"S0219622020500522BIB022","doi-asserted-by":"crossref","unstructured":"F. 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