HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection.
Haiping MaYong YangChuan QinXiaoshan YuShangshang YangXingyi ZhangHengshu ZhuPublished in: WWW (2024)
Keyphrases
- learning systems
- knowledge acquisition
- learning process
- learning algorithm
- knowledge level
- automatic detection
- knowledge transfer
- knowledge representation
- detection rate
- domain knowledge
- prior knowledge
- learned knowledge
- solving problems
- background knowledge
- human experts
- intelligent behavior
- cognitive abilities
- learning tasks
- anomaly detection
- knowledge management
- supervised learning
- object detection
- active learning
- knowledge based systems
- concept maps
- false alarms
- organizational learning
- learning mechanism
- subject matter
- effective learning
- expert systems
- reinforcement learning
- knowledge base