Difference between revisions of "Context-aware recommendation"
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* [[Gediminas Adomavicius]], [[Alexander Tuzhilin]]: ''[http://dl.acm.org/ft_gateway.cfm?id=1454068&type=pdf&CFID=47510581&CFTOKEN=96481381 Context-aware recommender systems]'', [[RecSys 2008]] | * [[Gediminas Adomavicius]], [[Alexander Tuzhilin]]: ''[http://dl.acm.org/ft_gateway.cfm?id=1454068&type=pdf&CFID=47510581&CFTOKEN=96481381 Context-aware recommender systems]'', [[RecSys 2008]] | ||
* Shuang-Hong Yang, Bo Long, [[Alex Smola]], Hongyuan Zha, Zhaohui Zheng: ''[http://www.cc.gatech.edu/~syang46/papers/SIGIR11CCF.pdf Collaborative Competitive Filtering: Learning Recommender using Context of User Choice]'', [[SIGIR 2011]] | * Shuang-Hong Yang, Bo Long, [[Alex Smola]], Hongyuan Zha, Zhaohui Zheng: ''[http://www.cc.gatech.edu/~syang46/papers/SIGIR11CCF.pdf Collaborative Competitive Filtering: Learning Recommender using Context of User Choice]'', [[SIGIR 2011]] | ||
| + | * G. Adomavicius, B. Mobasher, F. Ricci, and A. Tuzhilin: ''[http://www.inf.unibz.it/~ricci/papers/08-Adomavicius.pdf Context-Aware Recommender Systems]'', AI Magazine, vol. 32, no. 3, 2011 | ||
== External Links == | == External Links == | ||
Revision as of 16:38, 20 August 2012
User preferences may differ with context (time of day, season, mood, device characteristics, location, options offered by the system etc.). A context-aware recommender system takes the context into account when computing suggestions.
See also
- 2010 and 2011 Challenge on Context-aware Movie Recommendation
- Workshop on Context-awareness in Retrieval and Recommendation (CaRR 2011)
Literature
- K. Cheverst, N. Davies, K. Mitchell: Developing a context-aware electronic tourist guide: some issues and experiences, 2000
- Gediminas Adomavicius, Alexander Tuzhilin: Context-aware recommender systems, RecSys 2008
- Shuang-Hong Yang, Bo Long, Alex Smola, Hongyuan Zha, Zhaohui Zheng: Collaborative Competitive Filtering: Learning Recommender using Context of User Choice, SIGIR 2011
- G. Adomavicius, B. Mobasher, F. Ricci, and A. Tuzhilin: Context-Aware Recommender Systems, AI Magazine, vol. 32, no. 3, 2011
