Causally Attentive Collaborative Filtering.
Jingsen ZhangXu ChenWayne Xin ZhaoPublished in: CIKM (2021)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- user preferences
- visual attention
- causal relationships
- data sparsity
- probabilistic matrix factorization
- making recommendations
- recommendation quality
- personalized recommendation
- deal with information overload
- user profiles
- recommendation systems
- focus of attention
- pearson correlation coefficient
- neural network
- cold start
- cold start problem
- real time
- pre attentive
- causal models
- information filtering
- netflix prize
- transfer learning
- maximum margin matrix factorization