EAN: 9781489976369

Produktdaten aktualisiert am: 12.11.2024
Hersteller: - Hersteller-ArtNr. (MPN): - ASIN: 1489976361

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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