86 search results - page 15 / 18 » Link prediction approach to collaborative filtering |
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...
PAMI
2008
13 years 6 months ago
2008
Abstract-- This paper proposes a deterministic observer design for visual tracking based on non-parametric implicit (level-set) curve descriptions. The observer is continuous-discr...
KBSE
2005
IEEE
14 years 1 months ago
2005
IEEE
Major software development standards mandate the establishment of trace links among software artifacts such as requirements, architectural elements, or source code without explici...
RECSYS
2009
ACM
14 years 2 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...
ICML
2008
IEEE
14 years 8 months ago
2008
IEEE
Low-rank matrix approximation methods provide one of the simplest and most effective approaches to collaborative filtering. Such models are usually fitted to data by finding a MAP...