Non-Negative Matrix for Mining Typical user Profiles Factorization.
Jianjiang LuBaowen XuWilliam C. ChuHongji YangPublished in: IKE (2003)
Keyphrases
- user profiles
- web mining
- tensor factorization
- collaborative filtering
- factorization methods
- matrix factorization
- information filtering
- user interests
- low rank
- user preferences
- recommender systems
- factorization method
- user profiling
- singular value decomposition
- web personalization
- user modeling
- user feedback
- data mining
- data matrix
- news items
- providing personalized
- user behavior
- web data
- user model
- personalized search
- pattern mining
- association rule mining
- text mining
- measurement matrix
- information extraction
- music recommendation
- personalized web search
- web users
- implicit feedback
- tag recommendation
- information retrieval