Analyzing Item Popularity Bias of Music Recommender Systems: Are Different Genders Equally Affected?
Oleg LesotaAlessandro B. MelchiorreNavid RekabsazStefan BrandlDominik KowaldElisabeth LexMarkus SchedlPublished in: CoRR (2021)
Keyphrases
- recommender systems
- cold start problem
- user preferences
- personalized recommendation
- collaborative filtering
- music recommendation
- cold start
- recommendation algorithms
- user ratings
- latent factor models
- personal preferences
- item based collaborative filtering
- matrix factorization
- hybrid recommendation
- item recommendation
- music retrieval
- user similarity
- music information retrieval
- user modeling
- active user
- information overload
- user feedback
- rating prediction
- information filtering
- social networks
- user profiling
- user profiles
- music composition
- recommendation quality
- recommendation systems
- product recommendation
- implicit feedback
- data sparsity