Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing.
Sein MinnYi YuMichel C. DesmaraisFeida ZhuJill-Jênn ViePublished in: ICDM (2018)
Keyphrases
- deep knowledge
- knowledge based systems
- expert systems
- pattern recognition
- machine learning
- classification scheme
- feature selection
- knowledge management
- classification accuracy
- domain knowledge
- knowledge acquisition
- classification algorithm
- prior knowledge
- classification method
- knowledge sharing
- knowledge representation
- feature extraction
- intelligent tutoring systems
- feature set
- data mining
- image classification
- text classification
- dynamic environments
- constructivist learning
- data mining techniques
- supervised learning
- support vector machine
- learning environment
- training data
- decision trees
- knowledge base
- artificial intelligence
- learning algorithm