Transfer Learning in Intelligent Tutoring Systems - Results, Challenges and New Directions.
Aubrey GressJeremiah T. Folsom-KovarikIan DavidsonPublished in: FLAIRS Conference (2017)
Keyphrases
- intelligent tutoring systems
- transfer learning
- learning tasks
- knowledge transfer
- machine learning
- active learning
- student model
- labeled data
- cross domain
- constraint based modeling
- intelligent tutoring
- reinforcement learning
- domain adaptation
- student modeling
- authoring tool
- tutoring system
- transfer knowledge
- multi task
- semi supervised learning
- collaborative filtering
- intelligent learning environments
- transferring knowledge
- model tracing
- text classification
- cognitive tutor
- artificial intelligence
- affective states
- learning algorithm
- decision trees
- concept maps
- target domain
- text categorization
- machine learning algorithms