13 search results - page 1 / 3 » Explaining recommendations generated by MDPs |
EXACT
2008
13 years 7 months ago
2008
There has been little work in explaining recommendations generated by Markov Decision Processes (MDPs). We analyze the difculty of explaining policies computed automatically and id...
AIPS
2003
13 years 6 months ago
2003
Recommender systems — systems that suggest to users in e-commerce sites items that might interest them — adopt a static view of the recommendation process and treat it as a pr...
ICDE
2007
IEEE
13 years 11 months ago
2007
IEEE
Emotional context is becoming a promising paradigm to develop more intuitive and sensitive recommender systems. Ambient Recommender Systems, arise from the analysis of new trends ...
APIN
2008
13 years 4 months ago
2008
While Bayesian network (BN) can achieve accurate predictions even with erroneous or incomplete evidence, explaining the inferences remains a challenge. Existing approaches fall sh...
RECSYS
2009
ACM
13 years 11 months ago
2009
ACM
We propose a recommendation technique that works by collecting text descriptions of items and using this textual aura to compute the similarity between items using techniques draw...