KT-XL: A Knowledge Tracing Model for Predicting Learning Performance Based on Transformer-XL.
Yu HeXinying HuZhongtian XuGuangzhong SunPublished in: ACM TUR-C (2020)
Keyphrases
- prior knowledge
- learning algorithm
- knowledge base
- learning models
- formal model
- high level
- learning process
- genetic algorithm
- reasoning process
- learning scheme
- knowledge transfer
- expert knowledge
- background knowledge
- learning systems
- data mining techniques
- neural network
- probability distribution
- probabilistic model
- domain knowledge
- additional knowledge
- qualitative models
- bayesian networks
- reinforcement learning
- expert systems
- conceptual framework
- active learning
- knowledge management
- conceptual model
- experimental data
- statistical model
- expectation maximization
- knowledge acquisition
- supervised learning