Erschienen: 19.11.2015 Abbildung von Ricci / Rokach / Shapira | Recommender Systems Handbook | 2nd ed. 2015 | 2015

Ricci / Rokach / Shapira

Recommender Systems Handbook

2nd ed. 2015 2015. Buch. xvii, 1003 S. Bibliographien. Hardcover

Springer. ISBN 978-1-4899-7636-9

Format (B x L): 15,5 x 23,5 cm

Gewicht: 1672 g

In englischer Sprache

Produktbeschreibung

This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, and challenges. A variety of real-world applications and detailed case studies are included. In addition to wholesale revision of the existing chapters, this edition includes new topics including: decision making and recommender systems, reciprocal recommender systems, recommender systems in social networks, mobile recommender systems, explanations for recommender systems, music recommender systems, cross-domain recommendations, privacy in recommender systems, and semantic-based recommender systems. This multi-disciplinary handbook involves world-wide experts from diverse fields such as artificial intelligence, human-computer interaction, information retrieval, data mining, mathematics, statistics, adaptive user interfaces, decision support systems, psychology, marketing, and consumer behavior. Theoreticians and practitioners from these fields will find this reference to be an invaluable source of ideas, methods and techniques for developing more efficient, cost-effective and accurate recommender systems.

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