84 search results - page 2 / 17 » A Survey of Explanations in Recommender Systems |
ICDE
2009
IEEE
14 years 7 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...
AIR
2005
13 years 5 months ago
2005
Abstract. We present an overview of different theories of explanation from the philosophy and cognitive science communities. Based on these theories, as well as models of explanati...
EXACT
2008
13 years 7 months ago
2008
An important requirement for intelligent assistants is to have an explanation generation mechanism, so that the trainee has a better understanding of the recommended actions and ca...
CORR
2002
Springer
13 years 5 months ago
2002
Springer
Recommender systems attempt to reduce information overload and retain customers by selecting a subset of items from a universal set based on user preferences. While research in rec...
IUI
2009
ACM
14 years 2 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...