Enhancing Cognitive Diagnosis using Un-interacted Exercises: A Collaboration-aware Mixed Sampling Approach.
Haiping MaChangqian WangHengshu ZhuShangshang YangXiaoming ZhangXingyi ZhangPublished in: CoRR (2023)
Keyphrases
- human agent
- sampling algorithm
- sensemaking
- monte carlo
- information sharing
- fault diagnosis
- model based diagnosis
- medical diagnosis
- model based reasoning
- information processing
- random sampling
- decision making
- meta cognitive
- collaborative learning
- sample size
- parameter space
- fault detection
- multiple faults
- knowledge management
- learning guide
- cross disciplinary
- markov chain monte carlo
- cognitive architecture
- learning community
- technology enhanced learning
- collaborative environment
- sampling strategy
- pedagogical agents
- collective intelligence
- social networks