20 search results - page 1 / 4 » Recommendation Diversification Using Explanations |
ICDE
2009
IEEE
14 years 6 months ago
2009
IEEE
Abstract-- We introduce the novel notion of explanationbased diversification to address the well-known problem of overspecialization in item recommendations. Over-specialization in...
ICDE
2007
IEEE
13 years 11 months ago
2007
IEEE
This paper provides a comprehensive review of explanations in recommender systems. We highlight seven possible advantages of an explanation facility, and describe how existing mea...
WWW
2005
ACM
14 years 5 months ago
2005
ACM
In this work we present topic diversification, a novel method designed to balance and diversify personalized recommendation lists in order to reflect the user's complete spec...
AH
2008
Springer
13 years 6 months ago
2008
Springer
Abstract. This paper studies the properties of a helpful and trustworthy explanation in a movie recommender system. It discuss the results of an experiment based on a natural langu...
IUI
2009
ACM
14 years 1 months ago
2009
ACM
While recommender systems tell users what items they might like, explanations of recommendations reveal why they might like them. Explanations provide many benefits, from improvi...