Collaborative Filtering for Predicting Users' Potential Preferences.
Kenta OkuTa Son TungFumio HattoriPublished in: KES (4) (2011)
Keyphrases
- collaborative filtering
- making recommendations
- user preferences
- recommender systems
- recommendation systems
- demographic information
- user similarity
- user profiles
- data sparsity
- user specific
- matrix factorization
- preference model
- user ratings
- deal with information overload
- cold start problem
- online dating
- active user
- recommendation quality
- recommendation algorithms
- user interests
- user interface
- cold start
- end users
- collaborative filtering algorithms
- decision making
- web page recommendation
- content based filtering
- novice users
- user interaction
- transfer learning
- individual preferences
- social media
- individual user
- social tagging
- user experience
- collaborative filtering recommender systems
- information filtering