LEADER 04688nam 22005775 450 001 9910299223403321 005 20251116144232.0 010 $a1-4899-7637-X 024 7 $a10.1007/978-1-4899-7637-6 035 $a(CKB)3710000000514546 035 $a(EBL)4096901 035 $a(SSID)ssj0001584304 035 $a(PQKBManifestationID)16263760 035 $a(PQKBTitleCode)TC0001584304 035 $a(PQKBWorkID)14864391 035 $a(PQKB)10542740 035 $a(DE-He213)978-1-4899-7637-6 035 $a(MiAaPQ)EBC4096901 035 $a(PPN)19052037X 035 $a(EXLCZ)993710000000514546 100 $a20151117d2015 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aRecommender Systems Handbook /$fedited by Francesco Ricci, Lior Rokach, Bracha Shapira 205 $a2nd ed. 2015. 210 1$aNew York, NY :$cSpringer US :$cImprint: Springer,$d2015. 215 $a1 online resource (1008 p.) 300 $aDescription based upon print version of record 311 08$a1-4899-7636-1 320 $aIncludes bibliographical references at the end of each chapters and index 327 $aRecommender Systems: Introduction and Challenges -- A Comprehensive Survey of Neighborhood-based Recommendation Methods -- Advances in Collaborative Filtering -- Semantics-aware Content-based Recommender Systems -- Constraint-based Recommender Systems -- Context-Aware Recommender Systems -- Data Mining Methods for Recommender Systems -- Evaluating Recommender Systems -- Evaluating Recommender Systems with User Experiments -- Explaining Recommendations: Design and Evaluation -- Recommender Systems in Industry: A Netflix Case Study -- Panorama of Recommender Systems to Support Learning -- Music Recommender Systems -- The Anatomy of Mobile Location-Based Recommender Systems -- Social Recommender Systems -- People-to-People Reciprocal Recommenders -- Collaboration, Reputation and Recommender Systems in Social Web Search -- Human Decision Making and Recommender Systems -- Privacy Aspects of Recommender Systems -- Source Factors in Recommender System Credibility Evaluation -- Personality and Recommender Systems -- Group Recommender Systems: Aggregation, Satisfaction and Group Attributes -- Aggregation Functions for Recommender Systems -- Active Learning in Recommender Systems -- Multi-Criteria Recommender Systems -- Novelty and Diversity in Recommender Systems -- Cross-domain Recommender Systems -- Robust Collaborative Recommendation. 330 $aThis 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. 606 $aInformation storage and retrieval 606 $aArtificial intelligence 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 615 0$aInformation storage and retrieval. 615 0$aArtificial intelligence. 615 14$aInformation Storage and Retrieval. 615 24$aArtificial Intelligence. 676 $a004 702 $aRicci$b Francesco$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRokach$b Lior$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aShapira$b Bracha$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910299223403321 996 $aRecommender Systems Handbook$92510151 997 $aUNINA