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ICTAI
2010
IEEE

From "I Like" to "I Prefer" in Collaborative Filtering

10 years 11 months ago
From "I Like" to "I Prefer" in Collaborative Filtering
Collaborative filtering exploits user preferences, generally ratings, to provide them with recommendations. However, the ratings may not be completely trustworthy: the rating scale is usually reduced and the rating values may be influenced by many factors. This paper is a first attempt at studying the expression of preferences under the form of preference relations where users are asked to compare pairs of resources. First experiments show that this new approach compares with, and sometimes improves, the classical one.
Armelle Brun, Ahmad Hamad, Olivier Buffet, Anne Bo
Added 04 Mar 2011
Updated 04 Mar 2011
Type Journal
Year 2010
Where ICTAI
Authors Armelle Brun, Ahmad Hamad, Olivier Buffet, Anne Boyer
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