Please use this identifier to cite or link to this item: https://hdl.handle.net/11147/9817
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dc.contributor.authorTapucu, Dilek-
dc.contributor.authorTekbacak, Fatih-
dc.contributor.authorÜnalır, Murat Osman-
dc.contributor.authorKasap, Seda-
dc.date.accessioned2021-01-24T18:28:38Z-
dc.date.available2021-01-24T18:28:38Z-
dc.date.issued2010-
dc.identifier.isbn978-904819793-4-
dc.identifier.issn1876-1100-
dc.identifier.urihttps://doi.org/10.1007/978-90-481-9794-1_20-
dc.identifier.urihttps://hdl.handle.net/9817-
dc.description.abstractThe work developed in this paper presents an innovative solution in the field of recommender systems. Our aim is to create integration architecture for improving recommendation effectiveness that obtains user preferences found implicitly in domain knowledge. This approach is divided into four steps. The first step is based on semantifying domain knowledge. In this step, domain ontology will be analyzed. The second step is to define an innovative hybrid recommendation algorithm based upon collaborative filtering and content filtering. The third step is based on preference modeling approach. And in the fourth step preference model and recommendation algorithm will be integrated. Finally, this work will be realized on Netflix movie data source. © 2011 Springer Science+Business Media B.V.en_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofLecture Notes in Electrical Engineeringen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectOntologyen_US
dc.subjectRecommender Systemen_US
dc.subjectUser Preferenceen_US
dc.titleA roadmap for semantifying recommender systems using preference managementen_US
dc.typeConference Objecten_US
dc.institutionauthorTapucu, Dilek-
dc.institutionauthorTekbacak, Fatih-
dc.institutionauthorKasap, Seda-
dc.departmentİzmir Institute of Technology. Computer Engineeringen_US
dc.identifier.volume62 LNEEen_US
dc.identifier.startpage101en_US
dc.identifier.endpage104en_US
dc.identifier.scopus2-s2.0-78651566485en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.identifier.doi10.1007/978-90-481-9794-1_20-
dc.relation.doi10.1007/978-90-481-9794-1_20en_US
dc.coverage.doi10.1007/978-90-481-9794-1_20en_US
dc.identifier.scopusqualityQ3-
item.fulltextWith Fulltext-
item.openairetypeConference Object-
item.cerifentitytypePublications-
item.languageiso639-1en-
item.grantfulltextopen-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
crisitem.author.dept03.04. Department of Computer Engineering-
Appears in Collections:Computer Engineering / Bilgisayar Mühendisliği
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
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