Probabilistic Approaches to Recommendations (Synthesis Lectures on Data Mining and Knowledge Discovery)

Probabilistic Approaches to Recommendations (Synthesis Lectures on Data Mining and Knowledge Discovery)

by Giuseppe Manco (Author), Ettore Ritacco (Author), Nicola Barbieri (Author)

Synopsis

The importance of accurate recommender systems has been widely recognized by academia and industry. This book provides a brief summary of the recommendation problem and its challenges, and reviews of some widely used techniques It then discusses probabilistic approaches for modelling preference data.

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More Information

Format: Illustrated
Pages: 198
Edition: Illustrated
Publisher: Morgan & Claypool Publishers
Published: 01 Jun 2014

ISBN 10: 1627052577
ISBN 13: 9781627052573