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 |