Causal Collaborative Filtering.
Shuyuan XuYingqiang GeYunqi LiZuohui FuXu ChenYongfeng ZhangPublished in: CoRR (2021)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- data sparsity
- causal relationships
- bayesian networks
- causal reasoning
- recommendation systems
- deal with information overload
- causal models
- user preferences
- neighbor selection
- probabilistic matrix factorization
- making recommendations
- recommendation quality
- causal networks
- content based filtering
- netflix prize
- causal theories
- causal discovery
- neural network
- recommendation algorithms
- transfer learning
- user interests
- causal graph
- causal independence
- user profiles
- causal interactions
- web page recommendation
- information filtering
- directed acyclic graph