A movie recommender system based on semi-supervised clustering

Christakou, C; Lefakis, L; Vrettos, S; Stafylopatis, A

dc.contributor.author	Christakou, C	en
dc.contributor.author	Lefakis, L	en
dc.contributor.author	Vrettos, S	en
dc.contributor.author	Stafylopatis, A	en
dc.date.accessioned	2014-03-01T02:43:04Z
dc.date.available	2014-03-01T02:43:04Z
dc.date.issued	2005	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/31209
dc.subject	Collaborative Filtering	en
dc.subject	content-based filtering	en
dc.subject	Information Search	en
dc.subject	recommender system	en
dc.subject	semi-supervised clustering	en
dc.subject	Semi Supervised Learning	en
dc.subject.other	Data structures	en
dc.subject.other	Information retrieval	en
dc.subject.other	Internet	en
dc.subject.other	Learning systems	en
dc.subject.other	Motion pictures	en
dc.subject.other	Collaborative filtering	en
dc.subject.other	Movie recommender systems	en
dc.subject.other	MovieLens data sets	en
dc.subject.other	Semi-supervised clustering	en
dc.subject.other	Cognitive systems	en
dc.title	A movie recommender system based on semi-supervised clustering	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1109/CIMCA.2005.1631582	en
heal.identifier.secondary	http://dx.doi.org/10.1109/CIMCA.2005.1631582	en
heal.identifier.secondary	1631582	en
heal.publicationDate	2005	en
heal.abstract	Recommencer systems provide a solution to the problem of successful information searching in the reservoirs of the Internet by providing individualized recommendations. Content-based filtering and collaborative filtering are usually applied to predict these recommendations. In this work a clustering approach based on semi-supervised learning is proposed. The method is then used to construct a recommender system for movies that combines content-based and collaborative information. The proposed system was tested on the MovieLens data set, yielding recommendations of high accuracy. © 2005 IEEE.	en
heal.journalName	Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet	en
dc.identifier.doi	10.1109/CIMCA.2005.1631582	en
dc.identifier.volume	2	en
dc.identifier.spage	897	en
dc.identifier.epage	903	en