Evaluating Bayesian Knowledge Tracing for Estimating Learner Proficiency and Guiding Learner Behavior.
Shreyansh P. BhattJinjin ZhaoCandace ThilleDawn ZimmaroNeelesh GattaniPublished in: L@S (2020)
Keyphrases
- learning environment
- subject matter
- e learning
- language learning
- life long
- learning materials
- learning systems
- learning content
- domain knowledge
- learner model
- knowledge base
- learning process
- open learner models
- data sets
- expert systems
- knowledge awareness
- interactive learning environments
- social learning
- virtual learning environments
- adaptive learning
- bayesian networks
- social interaction
- knowledge management
- knowledge representation
- prior knowledge
- posterior probability
- decision trees
- knowledge level
- knowledge acquisition
- data mining techniques
- knowledge discovery