Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation.
Yicong LiXiangguo SunHongxu ChenSixiao ZhangYu YangGuandong XuPublished in: IEEE Trans. Knowl. Data Eng. (2024)
Keyphrases
- causal reasoning
- recommender systems
- knowledge base
- logical framework
- collaborative filtering
- knowledge representation and reasoning
- neural network
- decision making
- knowledge representation
- recommendation systems
- meta level
- spatial reasoning
- deductive reasoning
- data sets
- reasoning systems
- computational properties
- personalized recommendation
- reasoning tasks
- model based diagnosis
- visual attention
- expert systems
- machine learning