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113
Voted
RECSYS
2009
ACM
15 years 6 months ago
2009
ACM
In the Netflix Prize competition many new collaborative filtering (CF) approaches emerged, which are excellent in optimizing the RMSE of the predictions. Matrix factorization (M...
AI
2009
Springer
15 years 6 months ago
2009
Springer
Abstract. We use a hierarchical Bayesian approach to model user preferences in different contexts or settings. Unlike many previous recommenders, our approach is content-based. We...
AWIC
2007
Springer
15 years 6 months ago
2007
Springer
IEEESCC
2009
IEEE
15 years 6 months ago
2009
IEEE
Finding relevant files in a personal file system continues to be a challenge. It is still easier to find stuff on the Web with its exponential growth than in one’s personal ...
CHI
2006
ACM
16 years 4 days ago
2006
ACM
Item-oriented Web sites maintain repositories of information about things such as books, games, or products. Many of these Web sites offer discussion forums. However, these forums...