Beyond Knowledge Tracing: Modeling Skill Topologies with Bayesian Networks.
Tanja KäserSeverin KlinglerAlexander G. SchwingMarkus H. GrossPublished in: Intelligent Tutoring Systems (2014)
Keyphrases
- bayesian networks
- student modeling
- domain knowledge
- probabilistic knowledge
- expert systems
- uncertain knowledge
- knowledge based systems
- knowledge base
- data mining techniques
- knowledge extraction
- expert knowledge
- knowledge sharing
- complex domains
- knowledge discovery
- knowledge representation
- machine learning
- data sets
- higher level
- concept maps
- probabilistic inference
- knowledge acquisition
- structure learning
- dynamic bayesian networks
- probabilistic modeling
- learning algorithm
- declarative knowledge