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Filtering by: Keyword Collaborative filtering Creator Godde, Olivier

Challenges and solutions for synthesis of knowledge regarding collaborative filtering algorithms

Creator:

Lowd, Daniel, Godde, Olivier, McLaughlin, Matthew, Nong, Shuzhen, Wang, Yun, and Herlocker, Jonathan L.

Abstract:

Collaborative filtering (CF)-based recommender systems predict what items a user will like or find useful based on the recommendations (active or implicit) of other members of a networked community. In spite of more than ten years of research, there is little consensus on state-of-the-art knowledge regarding CF predictive algorithms. There...

Resource Type:

Research Paper

Full Text:

for Synthesis of Knowledge Regarding Collaborative Filtering Algorithms Daniel Lowd†, Olivier Godde