270 search results - page 43 / 54 » Explaining collaborative filtering recommendations |
SDM
2012
SIAM
11 years 10 months ago
2012
SIAM
Matrix factorization (MF) has been demonstrated to be one of the most competitive techniques for collaborative filtering. However, state-of-the-art MFs do not consider contextual...
WIRI
2005
IEEE
14 years 1 months ago
2005
IEEE
Recent research in mining user access patterns for predicting Web page requests focuses only on consecutive sequential Web page accesses, i.e., pages which are accessed by followi...
KDD
2007
ACM
14 years 8 months ago
2007
ACM
The collaborative filtering approach to recommender systems predicts user preferences for products or services by learning past useritem relationships. In this work, we propose no...
UIST
2009
ACM
14 years 2 months ago
2009
ACM
We explore the use of modern recommender system technology to address the problem of learning software applications. Before describing our new command recommender system, we first...
SAC
2008
ACM
13 years 7 months ago
2008
ACM
Generating adequate recommendations for newcomers is a hard problem for a recommender system (RS) due to lack of detailed user profiles and social preference data. Empirical evide...