Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning.
Jiajun CuiMinghe YuBo JiangAimin ZhouJianyong WangWei ZhangPublished in: CoRR (2023)
Keyphrases
- knowledge base
- reasoning process
- knowledge representation
- causal reasoning
- data mining techniques
- background knowledge
- logical framework
- domain knowledge
- knowledge structures
- production rules
- prior knowledge
- deductive reasoning
- commonsense knowledge
- reasoning mechanism
- probabilistic knowledge
- general knowledge
- model based reasoning
- procedural knowledge
- expert systems
- automated reasoning
- knowledge based systems
- knowledge acquisition
- knowledge management
- reasoning systems
- uncertain information
- formal models
- formal representation
- solving problems
- domain experts
- logical rules
- cognitive maps
- knowledge discovery
- qualitative physics
- knowledge about the world