Bayesian knowledge tracing, logistic models, and beyond: an overview of learner modeling techniques.
Radek PelánekPublished in: User Model. User Adapt. Interact. (2017)
Keyphrases
- prior knowledge
- domain knowledge
- formal models
- knowledge base
- modeling framework
- modeling method
- learner models
- hybrid models
- knowledge acquisition
- bayesian models
- models built
- parameter estimation
- stochastic models
- statistical models
- background knowledge
- probabilistic model
- mathematical modeling
- physical models
- knowledge sharing
- logistic model
- mathematical models
- concept maps
- neural network
- learning systems
- knowledge based systems
- knowledge management
- knowledge representation
- data mining