2011

Recommender Systems Handbook

Editors:

ISBN: 978-0-387-85819-7 (Print) 978-0-387-85820-3 (Online)

Table of contents (25 chapters)

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  1. Front Matter

    Pages i-xxix

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    Book Chapter

    Pages 1-35

    Introduction to Recommender Systems Handbook

  3. Basic Techniques

    1. Front Matter

      Pages 37-37

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      Book Chapter

      Pages 39-71

      Data Mining Methods for Recommender Systems

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      Book Chapter

      Pages 73-105

      Content-based Recommender Systems: State of the Art and Trends

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      Book Chapter

      Pages 107-144

      A Comprehensive Survey of Neighborhood-based Recommendation Methods

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      Book Chapter

      Pages 145-186

      Advances in Collaborative Filtering

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      Book Chapter

      Pages 187-215

      Developing Constraint-based Recommenders

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      Book Chapter

      Pages 217-253

      Context-Aware Recommender Systems

  4. Applications and Evaluation of RSs

    1. Front Matter

      Pages 255-255

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      Book Chapter

      Pages 257-297

      Evaluating Recommendation Systems

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      Book Chapter

      Pages 299-331

      A Recommender System for an IPTV Service Provider: a Real Large-Scale Production Environment

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      Book Chapter

      Pages 333-365

      How to Get the Recommender Out of the Lab?

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      Book Chapter

      Pages 367-386

      Matching Recommendation Technologies and Domains

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      Book Chapter

      Pages 387-415

      Recommender Systems in Technology Enhanced Learning

  5. Interacting with Recommender Systems

    1. Front Matter

      Pages 417-417

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      Book Chapter

      Pages 419-453

      On the Evolution of Critiquing Recommenders

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      Book Chapter

      Pages 455-477

      Creating More Credible and Persuasive Recommender Systems: The Influence of Source Characteristics on Recommender System Evaluations

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      Book Chapter

      Pages 479-510

      Designing and Evaluating Explanations for Recommender Systems

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      Book Chapter

      Pages 511-545

      Usability Guidelines for Product Recommenders Based on Example Critiquing Research

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      Book Chapter

      Pages 547-576

      Map Based Visualization of Product Catalogs

  6. Recommender Systems and Communities

    1. Front Matter

      Pages 577-577

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      Book Chapter

      Pages 579-614

      Communities, Collaboration, and Recommender Systems in Personalized Web Search

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      Book Chapter

      Pages 615-644

      Social Tagging Recommender Systems

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      Book Chapter

      Pages 645-675

      Trust and Recommendations

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