Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions.
Gediminas AdomaviciusAlexander TuzhilinPublished in: IEEE Trans. Knowl. Data Eng. (2005)
Keyphrases
- recommender systems
- collaborative filtering
- information overload
- user modeling
- information filtering
- cold start problem
- matrix factorization
- user profiles
- user preferences
- user profiling
- web intelligence
- trust aware
- real time
- machine learning
- default theories
- personalized recommendation
- cold start
- efficient implementation
- database systems
- learning algorithm
- default logic
- user feedback
- implicit feedback
- first order logic
- data model
- data sparsity
- website