Causal Collaborative Filtering.
Shuyuan XuYingqiang GeYunqi LiZuohui FuXu ChenYongfeng ZhangPublished in: ICTIR (2023)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- causal relationships
- bayesian networks
- user preferences
- web page recommendation
- causal models
- recommendation systems
- causal networks
- causal knowledge
- information filtering
- user ratings
- data sparsity
- causal reasoning
- causal inference
- user profiles
- directed acyclic graph
- machine learning
- causal discovery
- causal independence
- qualitative models
- neighbor selection
- probabilistic matrix factorization
- recommendation quality
- product recommendation
- cold start
- transfer learning
- genetic algorithm