An efficient cold start solution based on group interests for recommender systems.
Bilal HawashinAyman MansourTarek KananFarshad FotouhiPublished in: DATA (2018)
Keyphrases
- recommender systems
- cold start
- cold start problem
- personalized recommendation
- collaborative filtering
- user interests
- user profiles
- matrix factorization
- implicit feedback
- data sparsity
- item based collaborative filtering
- information overload
- user preferences
- user ratings
- music recommendation
- tag recommendation
- social networks
- personalized services
- context aware
- user generated content
- recommendation quality
- user model