Beyond personalization: the next stage of recommender systems research.
Mark van SettenSean M. McNeeJoseph A. KonstanPublished in: IUI (2005)
Keyphrases
- recommender systems
- collaborative filtering
- user modeling
- user profiling
- user profiles
- user preferences
- user model
- matrix factorization
- information filtering
- personalized recommendation
- web personalization
- data sparsity
- cold start problem
- trust aware
- learning algorithm
- product recommendation
- user feedback
- implicit feedback
- personalized search
- information overload
- rating prediction
- compound critiques
- training stage
- website
- data sets