518 search results - page 6 / 104 » Collaborative Filtering on a Budget |
ADC
2006
Springer
14 years 1 months ago
2006
Springer
Collaborative filtering is regarded as one of the most promising recommendation algorithms. Traditional approaches for collaborative filtering do not take concept drift into acc...
ICDM
2005
IEEE
14 years 29 days ago
2005
IEEE
Collaborative filtering-based recommender systems, which automatically predict preferred products of a user using known preferences of other users, have become extremely popular ...
AUTOMATICA
2010
13 years 7 months ago
2010
This paper addresses robust deconvolution filtering when the system and noise dynamics are obtained by parametric system identification. Consistent with standard identification me...
ISMIS
2009
Springer
14 years 1 months ago
2009
Springer
This paper proposes and evaluates several alternate design choices for common prediction metrics employed by neighborhood-based collaborative filtering approach. It first explores ...
KDD
2005
ACM
14 years 7 months ago
2005
ACM
Significant vulnerabilities have recently been identified in collaborative filtering recommender systems. These vulnerabilities mostly emanate from the open nature of such systems ...