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A multilayer ontology-based hybrid recommendation model.

Authors :
Cantador, Iván
Bellogín, Alejandro
Castells, Pablo
Source :
AI Communications. 2008, Vol. 21 Issue 2/3, p203-210. 8p. 1 Chart, 2 Graphs.
Publication Year :
2008

Abstract

We propose a novel hybrid recommendation model in which user preferences and item features are described in terms of semantic concepts defined in domain ontologies. The concept, item and user spaces are clustered in a coordinated way, and the resulting clusters are used to find similarities among individuals at multiple semantic layers. Such layers correspond to implicit Communities of Interest and enable enhanced recommendations. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09217126
Volume :
21
Issue :
2/3
Database :
Academic Search Index
Journal :
AI Communications
Publication Type :
Academic Journal
Accession number :
35150538
Full Text :
https://doi.org/10.3233/AIC-2008-0437