518 search results - page 17 / 104 » Collaborative Filtering on a Budget |
101
Voted
UAI
2004
15 years 4 months ago
2004
Within the task of collaborative filtering two challenges for computing conditional probabilities exist. First, the amount of training data available is typically sparse with resp...
151
Voted
AICS
2009
15 years 19 days ago
2009
Collaborative filtering (CF) recommender systems are very popular and successful in commercial application fields. However, robustness analysis research has shown that conventional...
148
Voted
EKAW
2006
Springer
15 years 6 months ago
2006
Springer
We propose a multilayered semantic social network model that offers different views of common interests underlying a community of people. The applicability of the proposed model to...
137
Voted
KDD
2004
ACM
15 years 8 months ago
2004
ACM
We present a algorithm based on factor analysis for performing collaborative quality filtering (CQF). Unlike previous approaches to CQF, which estimate the consensus opinion of a...
127
Voted
RECSYS
2010
ACM
15 years 20 days ago
2010
ACM
A ranking approach, ListRank-MF, is proposed for collaborative filtering that combines a list-wise learning-to-rank algorithm with matrix factorization (MF). A ranked list of item...