HPCF: Hybrid Music Group Recommendation System based on Item Popularity and Collaborative Filtering.
Shih-Han ChenSok-Ian SouHsun-Ping HsiehPublished in: ICS (2020)
Keyphrases
- collaborative filtering
- hybrid recommendation
- personalized recommendation
- collaborative filtering recommendation algorithm
- user preferences
- recommender systems
- recommendation systems
- user ratings
- item recommendation
- recommendation algorithms
- matrix factorization
- cold start problem
- item based collaborative filtering
- making recommendations
- data sparsity
- pearson correlation coefficient
- latent factor models
- rating prediction
- cold start
- music recommendation
- music retrieval
- social media
- user based collaborative filtering
- collaborative filtering algorithms
- user item rating
- user similarity
- active user
- user specific
- audio features
- user interests
- transfer learning
- social tagging systems
- content based filtering
- neighbor selection
- probabilistic matrix factorization
- implicit feedback
- context aware
- website
- artificial intelligence