Time-Aware Music Recommender Systems: Modeling the Evolution of Implicit User Preferences and User Listening Habits in A Collaborative Filtering Approach.
Diego Sánchez-MorenoYong ZhengMaría N. Moreno GarcíaPublished in: CoRR (2020)
Keyphrases
- user preferences
- recommender systems
- collaborative filtering
- user profiles
- user behavior
- recommendation systems
- matrix factorization
- user specific
- music recommendation
- user feedback
- information filtering
- user interests
- information overload
- cold start problem
- user behaviour
- collaborative recommendation
- content based filtering
- data sparsity
- recommendation algorithms
- implicit feedback
- collaborative filtering algorithms
- product recommendation
- personalized recommendation
- user based collaborative filtering
- user modeling
- recommendation quality
- user model
- cold start
- making recommendations
- online dating
- preference model
- preference learning
- hybrid recommendation
- probabilistic matrix factorization