Model-agnostic counterfactual reasoning for identifying and mitigating answer bias in knowledge tracing.
Chaoran CuiHebo MaXiaolin DongChen ZhangChunyun ZhangYumo YaoMeng ChenYuling MaPublished in: Neural Networks (2024)
Keyphrases
- computational model
- knowledge base
- knowledge representation
- high level
- formal model
- statistical model
- additional knowledge
- artificial intelligence
- experimental data
- process model
- management system
- probabilistic model
- expert systems
- knowledge discovery
- data mining techniques
- theoretical framework
- domain knowledge
- mathematical model
- prior knowledge
- artificial neural networks
- conceptual model
- expert knowledge
- model based diagnosis
- model construction
- reasoning process
- model based reasoning
- e learning