Optimized Item Selection to Boost Exploration for Recommender Systems.
Serdar KadiogluBernard KleynhansXin WangPublished in: CPAIOR (2021)
Keyphrases
- recommender systems
- user preferences
- cold start problem
- cold start
- personalized recommendation
- collaborative filtering
- recommendation algorithms
- item recommendation
- making recommendations
- matrix factorization
- user ratings
- hybrid recommendation
- item based collaborative filtering
- latent factor models
- active user
- information overload
- user modeling
- implicit feedback
- user profiling
- information filtering
- recommendation systems
- selection algorithm
- personal preferences
- search strategies
- prediction accuracy
- active exploration
- user profiles
- website
- search engine