Multimodal Predictive Student Modeling with Multi-Task Transfer Learning.
Andrew EmersonWookhee MinJonathan P. RoweRoger AzevedoJames C. LesterPublished in: LAK (2023)
Keyphrases
- multi task
- transfer learning
- student modeling
- learning tasks
- multi task learning
- student model
- intelligent tutoring
- intelligent tutoring systems
- knowledge transfer
- labeled data
- multitask learning
- transfer knowledge
- cross domain
- educational games
- multiple tasks
- machine learning
- collaborative filtering
- gaussian processes
- reinforcement learning
- active learning
- text classification
- structure learning
- bayesian networks
- concept maps
- semi supervised learning
- text categorization
- machine learning algorithms
- multimedia
- learning algorithm
- learning problems
- learning process
- target domain
- unlabeled data
- text mining
- data mining
- data analysis
- multi class
- information retrieval