Addressing cold-start problem in recommendation systems.
Xuan Nhat LamThuc VuTrong Duc LeAnh Duc DuongPublished in: ICUIMC (2008)
Keyphrases
- recommendation systems
- cold start problem
- recommender systems
- collaborative filtering
- personalized recommendation
- matrix factorization
- cold start
- data sparsity
- user preferences
- collaborative recommendation
- collaborative filtering recommendation algorithm
- tag recommendation
- information retrieval
- recommendation algorithms
- user profiles
- social recommendation
- implicit feedback
- information overload
- user feedback
- machine learning
- user generated content
- user ratings
- user model
- transfer learning