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Recommender Systems Handbook 2015
- Francesco Ricci
, Lior Rokach, Bracha Shapira
Recommender Systems Handbook. Springer 2015, ISBN 978-1-4899-7636-9 - Francesco Ricci
Recommender Systems: Introduction and Challenges. 1-34 - Xia Ning, Christian Desrosiers, George Karypis:
A Comprehensive Survey of Neighborhood-Based Recommendation Methods. 37-76 - Yehuda Koren, Robert M. Bell:
Advances in Collaborative Filtering. 77-118 - Marco de Gemmis
Semantics-Aware Content-Based Recommender Systems. 119-159 - Alexander Felfernig, Gerhard Friedrich, Dietmar Jannach, Markus Zanker:
Constraint-Based Recommender Systems. 161-190 - Gediminas Adomavicius, Alexander Tuzhilin:
Context-Aware Recommender Systems. 191-226 - Xavier Amatriain, Josep M. Pujol:
Data Mining Methods for Recommender Systems. 227-262 - Asela Gunawardana, Guy Shani
Evaluating Recommender Systems. 265-308 - Bart P. Knijnenburg, Martijn C. Willemsen
Evaluating Recommender Systems with User Experiments. 309-352 - Nava Tintarev, Judith Masthoff
Explaining Recommendations: Design and Evaluation. 353-382 - Xavier Amatriain, Justin Basilico:
Recommender Systems in Industry: A Netflix Case Study. 385-419 - Hendrik Drachsler
Panorama of Recommender Systems to Support Learning. 421-451 - Markus Schedl, Peter Knees, Brian McFee, Dmitry Bogdanov, Marius Kaminskas:
Music Recommender Systems. 453-492 - Neal Lathia:
The Anatomy of Mobile Location-Based Recommender Systems. 493-510 - Ido Guy:
Social Recommender Systems. 511-543 - Irena Koprinska
People-to-People Reciprocal Recommenders. 545-567 - Barry Smyth, Maurice Coyle, Peter Briggs, Kevin McNally, Michael P. O'Mahony:
Collaboration, Reputation and Recommender Systems in Social Web Search. 569-608 - Anthony Jameson, Martijn C. Willemsen
Human Decision Making and Recommender Systems. 611-648 - Arik Friedman, Bart P. Knijnenburg, Kris Vanhecke, Luc Martens, Shlomo Berkovsky
Privacy Aspects of Recommender Systems. 649-688 - Kyung Hyan Yoo, Ulrike Gretzel
Source Factors in Recommender System Credibility Evaluation. 689-714 - Marko Tkalcic
Personality and Recommender Systems. 715-739 - Judith Masthoff
Group Recommender Systems: Aggregation, Satisfaction and Group Attributes. 743-776 - Gleb Beliakov
Aggregation Functions for Recommender Systems. 777-808 - Neil Rubens, Mehdi Elahi
Active Learning in Recommender Systems. 809-846 - Gediminas Adomavicius, YoungOk Kwon:
Multi-Criteria Recommender Systems. 847-880 - Pablo Castells
Novelty and Diversity in Recommender Systems. 881-918 - Iván Cantador, Ignacio Fernández-Tobías, Shlomo Berkovsky
Cross-Domain Recommender Systems. 919-959 - Robin Burke
Robust Collaborative Recommendation. 961-995
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