Probabilistic approaches to recommendations/

Barbieri, Nicola.

Probabilistic approaches to recommendations/ [electronic resource] / - Morgan & Claypool Publishers, 2014. - 199 p.

Chapter 1: The Recommendation Process. Chapter, Lesson, Part Chapter 2: Probabilistic Models for Collaborative Filtering. Chapter, Lesson, Part Chapter 3: Bayesian Modeling. Chapter, Lesson, Part Chapter 4: Exploiting Probabilistic Models. Chapter, Lesson, Part Chapter 5: Contextual Information. Chapter, Lesson, Part Chapter 6: Social Recommender Systems. Chapter, Lesson, Part Chapter 7: Conclusions. Chapter, Lesson, Part Cover, Title,Probabilistic approaches to recommendations--Preface, Introduction, TOC,Synthesis Lectures on Data Mining and Knowledge Discovery--Preface, Introduction, TOC,Abstract; Keywords--Preface, Introduction, TOC,Contents--Preface, Introduction, TOC,Preface--References, Appendix, Index,Appendix A: Parameter Estimation and Inference--References, Appendix, Index,Bibliography--References, Appendix, Index,Authors' Biographies.

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