Recommender System Based on Collaborative Filtering for Spotify's Users.
Javier Pérez-MarcosVivian F. López BatistaPublished in: PAAMS (Special Sessions) (2017)
Keyphrases
- recommender systems
- collaborative filtering
- online dating
- matrix factorization
- user profiles
- recommendation systems
- cold start problem
- recommendation quality
- data sparsity
- recommendation algorithms
- cold start
- information overload
- product recommendation
- user modeling
- information filtering
- user interests
- trust aware
- user preferences
- content based filtering
- user ratings
- user feedback
- user profiling
- implicit feedback
- personalized recommendation
- probabilistic matrix factorization
- collaborative filtering algorithms
- making recommendations
- active user
- netflix prize
- user model
- user specific
- collaborative filtering recommender systems
- item recommendation
- user similarity
- demographic information
- pearson correlation coefficient
- latent factor models
- hybrid recommendation
- user generated content
- transfer learning
- deal with information overload