Recommender Systems Handbook 2011
Francesco Ricci, Lior Rokach, Bracha Shapira, Paul B. Kantor (Eds.):
Recommender Systems Handbook.
Springer 2011, ISBN 978-0-387-85819-7
Part 1 / Basic Techniques
- Francesco Ricci, Lior Rokach, Bracha Shapira:
Introduction to Recommender Systems Handbook.
1-35

- Xavier Amatriain, Alejandro Jaimes, Nuria Oliver, Josep M. Pujol:
Data Mining Methods for Recommender Systems.
39-71

- Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Content-based Recommender Systems: State of the Art and Trends.
73-105

- Christian Desrosiers, George Karypis:
A Comprehensive Survey of Neighborhood-based Recommendation Methods.
107-144

- Yehuda Koren, Robert M. Bell:
Advances in Collaborative Filtering.
145-186

- Alexander Felfernig, Gerhard Friedrich, Dietmar Jannach, Markus Zanker:
Developing Constraint-based Recommenders.
187-215

- Gediminas Adomavicius, Alexander Tuzhilin:
Context-Aware Recommender Systems.
217-253

Part 2 / Applications and Evaluation of RSs
- Guy Shani, Asela Gunawardana:
Evaluating Recommendation Systems.
257-297

- Riccardo Bambini, Paolo Cremonesi, Roberto Turrin:
A Recommender System for an IPTV Service Provider: a Real Large-Scale Production Environment.
299-331

- Jérôme Picault, Myriam Ribière, David Bonnefoy, Kevin Mercer:
How to Get the Recommender Out of the Lab?
333-365

- Robin D. Burke, Maryam Ramezani:
Matching Recommendation Technologies and Domains.
367-386

- Nikos Manouselis, Hendrik Drachsler, Riina Vuorikari, Hans G. K. Hummel, Rob Koper:
Recommender Systems in Technology Enhanced Learning.
387-415

Part 3 / Interacting with Recommender Systems
Part 4 / Recommender Systems and Communities
- Barry Smyth, Maurice Coyle, Peter Briggs:
Communities, Collaboration, and Recommender Systems in Personalized Web Search.
579-614

- Leandro Balby Marinho, Alexandros Nanopoulos, Lars Schmidt-Thieme, Robert Jäschke, Andreas Hotho, Gerd Stumme, Panagiotis Symeonidis:
Social Tagging Recommender Systems.
615-644

- Patricia Victor, Martine De Cock, Chris Cornelis:
Trust and Recommendations.
645-675

- Judith Masthoff:
Group Recommender Systems: Combining Individual Models.
677-702

Part 5 / Advanced Algorithms
Last update Sat May 25 17:10:04 2013
CET by the DBLP Team —
Data released under the ODC-BY 1.0 license — See also our legal information page