Dynamic Collaborative Filtering for Matrix- and Tensor-based Recommender Systems.
Albert SaiapinIvan V. OseledetsEvgeny FrolovPublished in: CoRR (2023)
Keyphrases
- recommender systems
- collaborative filtering
- user item rating
- matrix factorization
- user preferences
- recommendation systems
- information overload
- recommendation quality
- data sparsity
- cold start problem
- information filtering
- movie recommendation
- collaborative filtering algorithms
- tensor factorization
- cold start
- personalized recommendation
- rating matrix
- trust aware
- user profiles
- dynamic environments
- item based collaborative filtering
- netflix prize
- probabilistic matrix factorization
- collaborative filtering recommender systems
- pearson correlation coefficient
- user profiling
- content based filtering
- website
- positive definite
- linear algebra
- recommendation algorithms
- user interests
- singular value decomposition
- face recognition