Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach.
Haiping MaChangqian WangHengshu ZhuShangshang YangXiaoming ZhangXingyi ZhangPublished in: AAAI (2024)
Keyphrases
- information processing
- model based diagnosis
- human agent
- sensemaking
- information sharing
- fault diagnosis
- monte carlo
- knowledge sharing
- multiple faults
- mental models
- fault detection
- random sampling
- sampling strategy
- learning guide
- collaborative problem solving
- collaborative environment
- knowledge management
- sampling methods
- collective intelligence
- medical diagnosis
- collaborative learning
- artificial intelligence
- sampled data
- cognitive architecture
- model based reasoning
- technical support
- cognitive systems
- meta cognitive