Book 2015

Recommender Systems Handbook

Editors:

ISBN: 978-1-4899-7636-9 (Print) 978-1-4899-7637-6 (Online)

Table of contents (28 chapters)

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  1. Front Matter

    Pages i-xvii

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    Chapter

    Pages 1-34

    Recommender Systems: Introduction and Challenges

  3. Recommendation Techniques

    1. Front Matter

      Pages 35-35

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      Chapter

      Pages 37-76

      A Comprehensive Survey of Neighborhood-Based Recommendation Methods

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      Chapter

      Pages 77-118

      Advances in Collaborative Filtering

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      Chapter

      Pages 119-159

      Semantics-Aware Content-Based Recommender Systems

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      Chapter

      Pages 161-190

      Constraint-Based Recommender Systems

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      Chapter

      Pages 191-226

      Context-Aware Recommender Systems

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      Chapter

      Pages 227-262

      Data Mining Methods for Recommender Systems

  4. Recommender Systems Evaluation

    1. Front Matter

      Pages 263-263

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      Chapter

      Pages 265-308

      Evaluating Recommender Systems

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      Chapter

      Pages 309-352

      Evaluating Recommender Systems with User Experiments

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      Chapter

      Pages 353-382

      Explaining Recommendations: Design and Evaluation

  5. Recommendation Techniques

    1. Front Matter

      Pages 383-383

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      Chapter

      Pages 385-419

      Recommender Systems in Industry: A Netflix Case Study

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      Chapter

      Pages 421-451

      Panorama of Recommender Systems to Support Learning

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      Chapter

      Pages 453-492

      Music Recommender Systems

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      Chapter

      Pages 493-510

      The Anatomy of Mobile Location-Based Recommender Systems

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      Chapter

      Pages 511-543

      Social Recommender Systems

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      Chapter

      Pages 545-567

      People-to-People Reciprocal Recommenders

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      Chapter

      Pages 569-608

      Collaboration, Reputation and Recommender Systems in Social Web Search

  6. Human Computer Interaction

    1. Front Matter

      Pages 609-609

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      Chapter

      Pages 611-648

      Human Decision Making and Recommender Systems

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      Chapter

      Pages 649-688

      Privacy Aspects of Recommender Systems

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      Chapter

      Pages 689-714

      Source Factors in Recommender System Credibility Evaluation

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