DropoutNet: Addressing Cold Start in Recommender Systems.
Maksims VolkovsGuang Wei YuTomi PoutanenPublished in: NIPS (2017)
Keyphrases
- cold start
- recommender systems
- cold start problem
- collaborative filtering
- data sparsity
- matrix factorization
- user preferences
- information overload
- implicit feedback
- music recommendation
- user model
- recommendation algorithms
- tag recommendation
- personalized recommendation
- user generated content
- collaborative filtering algorithms
- item based collaborative filtering
- data sparseness
- user interests
- user experience
- user profiles