Learning preferences of new users in recommender systems: an information theoretic approach.
Al Mamunur RashidGeorge KarypisJohn RiedlPublished in: SIGKDD Explor. (2008)
Keyphrases
- recommender systems
- collaborative filtering
- learning preferences
- user profiles
- information overload
- user preferences
- user modeling
- cold start problem
- product recommendation
- active user
- user model
- user feedback
- recommendation quality
- user ratings
- recommendation systems
- user interests
- learning experience
- learning styles
- data sparsity
- user interface
- implicit feedback
- recommendation algorithms
- user experience
- user profiling
- e learning
- trust aware
- collaborative filtering recommender systems