Deep Rating Elicitation for New Users in Collaborative Filtering.
Wonbin KweonSeongKu KangJunyoung HwangHwanjo YuPublished in: CoRR (2024)
Keyphrases
- collaborative filtering
- recommender systems
- user ratings
- matrix factorization
- active user
- data sparsity
- recommendation quality
- recommendation systems
- collaborative filtering algorithms
- online dating
- content based filtering
- user interests
- collaborative filtering recommender systems
- cold start
- rating prediction
- personalized recommendation
- user profiles
- demographic information
- deal with information overload
- user preferences
- implicit feedback
- netflix prize
- cold start problem
- recommendation algorithms
- transfer learning
- latent factor models
- user similarity
- product recommendation
- opinion mining
- item recommendation
- user model
- item based collaborative filtering
- utility function
- user item rating