Individualized Bayesian Knowledge Tracing Models.
Michael YudelsonKenneth R. KoedingerGeoffrey J. GordonPublished in: AIED (2013)
Keyphrases
- prior knowledge
- knowledge base
- bayesian models
- maximum likelihood
- formal models
- learning process
- data sets
- higher level
- statistical models
- domain experts
- knowledge acquisition
- gaussian processes
- bayesian inference
- computational models
- maximum entropy
- conceptual model
- learning systems
- collaborative learning
- probabilistic model
- image segmentation
- decision trees
- feature selection
- information retrieval
- data mining