Artist and style exposure bias in collaborative filtering based music recommendations.
Andres FerraroDmitry BogdanovXavier SerraJason YoonPublished in: CoRR (2019)
Keyphrases
- collaborative filtering
- recommender systems
- music information retrieval
- making recommendations
- music recommendation
- recommendation quality
- recommendation systems
- collaborative filtering algorithms
- cold start
- personalized recommendation
- user preferences
- music retrieval
- content based filtering
- music collections
- matrix factorization
- recommendation algorithms
- cold start problem
- user ratings
- data sparsity
- online dating
- hybrid recommendation
- latent factor models
- product recommendation
- collaborative filtering recommendation
- demographic information
- user profiles
- movie recommendation
- information filtering
- user similarity
- netflix prize
- genre classification
- active user
- computer music
- item recommendation
- music composition
- audio signals
- user interests
- music scores
- information retrieval systems
- website
- audio features
- prediction accuracy
- probabilistic matrix factorization
- deal with information overload