Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning.
Jiajun CuiMinghe YuBo JiangAimin ZhouJianyong WangWei ZhangPublished in: ICDE (2024)
Keyphrases
- knowledge base
- knowledge representation
- reasoning process
- general knowledge
- domain knowledge
- reasoning mechanism
- knowledge acquisition
- knowledge processing
- commonsense knowledge
- qualitative physics
- reasoning mechanisms
- representing knowledge
- model based reasoning
- reasoning systems
- domain experts
- expert systems
- logic programming
- prior knowledge
- deductive reasoning
- reasoning engine
- knowledge discovery
- case based reasoning
- incomplete knowledge
- temporal knowledge
- background knowledge
- metadata
- design process
- procedural knowledge
- learning systems
- uncertain information
- artificial intelligence
- production rules