Personalizing the settings for Cf-based recommender systems.
Il ImByung Ho KimPublished in: RecSys (2010)
Keyphrases
- recommender systems
- collaborative filtering
- user profiles
- user interests
- matrix factorization
- netflix prize
- item based collaborative filtering
- cold start problem
- user preferences
- data sparsity
- information overload
- recommendation quality
- web search
- trust aware
- cold start
- personalized recommendation
- active user
- information filtering
- latent factor models
- implicit feedback
- user profiling
- recommendation systems
- collaborative filtering algorithms
- collaborative recommendation
- information systems
- user modeling
- user feedback
- probabilistic matrix factorization