The use of predictive models in intelligent recommendation systems

dc.contributor.authorSalahli, Mehmet Ali
dc.contributor.authorGasimzade, Tokay
dc.contributor.authorAlasgarova, Flora
dc.contributor.authorGuliyev, Akber
dc.date.accessioned2025-01-27T21:05:51Z
dc.date.available2025-01-27T21:05:51Z
dc.date.issued2016
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.description12th International Conference on Application of Fuzzy Systems and Soft Computing (ICAFS) -- AUG 29-30, 2016 -- Vienna, AUSTRIA
dc.description.abstractIn this study we present an intelligent recommendation system for university students. Together with the conventional functional components the suggested system includes the predictive model, estimating student's academic performance. According to the output values of the model the recommendation system may provide more suitable learning strategies and learning materials to students. (C) 2016 The Authors. Published by Elsevier B.V.
dc.description.sponsorshipAzerbaijan Assoc Zadehs Legacy & Artificial Intelligence,Azerbaijan State Oil & Ind Univ,Berkeley Initiative Soft Comp,Georgia State Univ,Near E Univ,TOBB Econ & Technol Univ,Univ Alberta,Univ Siegen,Univ Texas,Univ Toronto
dc.identifier.doi10.1016/j.procs.2016.09.436
dc.identifier.endpage519
dc.identifier.issn1877-0509
dc.identifier.startpage515
dc.identifier.urihttps://doi.org/10.1016/j.procs.2016.09.436
dc.identifier.urihttps://hdl.handle.net/20.500.12428/27818
dc.identifier.volume102
dc.identifier.wosWOS:000387583800079
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherElsevier Science Bv
dc.relation.ispartof12th International Conference on Application of Fuzzy Systems and Soft Computing, Icafs 2016
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WoS_20250125
dc.subjectrecommendation system
dc.subjectpredictive model
dc.subjectacademic performance prediction
dc.titleThe use of predictive models in intelligent recommendation systems
dc.typeConference Object

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