Optimal and Worst-Case Performance of Mastery Learning Assessment with Bayesian Knowledge Tracing.
Stephen FancsaliTristan NixonSteven RitterPublished in: EDM (2013)
Keyphrases
- worst case
- learning systems
- knowledge acquisition
- prior knowledge
- learning process
- learning algorithm
- effective learning
- knowledge transfer
- knowledge base
- domain knowledge
- supervised learning
- bayesian learning
- learning tasks
- background knowledge
- procedural knowledge
- machine learning
- concept maps
- domain experts
- optimal solution
- online learning
- upper bound
- error bounds
- objective function
- average case
- knowledge level
- subject matter
- expert systems