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To cope with the uncertainty in mobile environment, we exploit Bayesian network, which provides reliable performance and models individual user's preference. Also, Analytical Hierarchy Process of multi-criteria decision-making method is used to estimate the group users' preference from individual users' preferences. Experiments in 10 different situations provide a comparison of the proposed method with random recommendation, simple rule-based recommendation and neural network recommendation, and confirm that the proposed method is useful with the subjective test.<\/jats:p>","DOI":"10.1142\/s0219622015500017","type":"journal-article","created":{"date-parts":[[2015,1,20]],"date-time":"2015-01-20T04:20:33Z","timestamp":1421727633000},"page":"317-338","source":"Crossref","is-referenced-by-count":19,"title":["Mobile Information Recommendation Using Multi-Criteria Decision Making with Bayesian Network"],"prefix":"10.1142","volume":"14","author":[{"given":"Han-Saem","family":"Park","sequence":"first","affiliation":[{"name":"Department of Computer Science, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 120-749, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Moon-Hee","family":"Park","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 120-749, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sung-Bae","family":"Cho","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 120-749, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2015,3,30]]},"reference":[{"key":"rf1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1016\/j.intcom.2005.11.004"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2003.1167344"},{"key":"rf6","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-006-9005-6"},{"key":"rf7","volume-title":"Multicriteria Decision Making: The Analytic Hierarchy Process, Planning, Priority Setting, Resource Allocation","author":"Saaty T. 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