Enhancing Collaborative Filtering Music Recommendation by Balancing Exploration and Exploitation.
Zhe XingXinxi WangYe WangPublished in: ISMIR (2014)
Keyphrases
- music recommendation
- collaborative filtering
- balancing exploration and exploitation
- learning to rank
- recommender systems
- matrix factorization
- user profiles
- cold start
- data sparsity
- user preferences
- personalized recommendation
- transfer learning
- reinforcement learning
- user interests
- implicit feedback
- data sets
- multi modal
- pairwise
- training data