An SVD-based Collaborative Filtering approach to alleviate cold-start problems.
Shien GeXinyang GePublished in: FSKD (2012)
Keyphrases
- cold start problem
- collaborative filtering
- data sparsity
- recommender systems
- cold start
- matrix factorization
- singular value decomposition
- collaborative recommendation
- personalized recommendation
- implicit feedback
- user preferences
- transfer learning
- machine learning
- user interaction
- user profiles
- recommendation systems