A Framework for Dynamic Knowledge Modeling in Textbook-Based Learning.
Yun HuangMichael YudelsonShuguang HanDaqing HePeter BrusilovskyPublished in: UMAP (2016)
Keyphrases
- learning systems
- dynamic bayesian networks
- domain knowledge
- design principles
- computer programming
- online learning
- machine learning
- organizational learning
- learning process
- probabilistic model
- solving problems
- learning scheme
- knowledge acquisition
- conceptual framework
- human experts
- learning mechanism
- subject matter
- distributed learning
- knowledge based systems
- knowledge management
- learned knowledge
- knowledge base
- modeling framework
- student modeling
- mathematical concepts
- concept maps
- learning tasks
- background knowledge
- main contribution
- knowledge representation
- prior knowledge
- learning algorithm