Learning Bayesian Knowledge Tracing Parameters with a Knowledge Heuristic and Empirical Probabilities.
William J. HawkinsNeil T. HeffernanRyan Shaun Joazeiro de BakerPublished in: Intelligent Tutoring Systems (2014)
Keyphrases
- learning systems
- domain knowledge
- knowledge acquisition
- prior knowledge
- knowledge base
- knowledge management
- background knowledge
- learned knowledge
- effective learning
- expert systems
- knowledge level
- knowledge transfer
- subject matter
- learning process
- maximum likelihood
- objective function
- knowledge based systems
- procedural knowledge
- supervised learning
- knowledge representation
- knowledge sources
- complex domains
- acquire knowledge
- concept maps
- domain experts
- data mining
- online learning
- data mining techniques
- dynamic programming