What and When do Students Learn? Fully Data-Driven Joint Estimation of Cognitive and Student Models.
José P. González-BrenesJack MostowPublished in: EDM (2013)
Keyphrases
- joint estimation
- student modeling
- student model
- data driven
- intelligent tutoring systems
- tutoring system
- learning styles
- intelligent tutoring
- cognitive model
- student modelling
- concept maps
- student interaction
- student groups
- model tracing
- meta cognitive
- cognitive map
- cognitive skills
- constraint based modeling
- student learning
- educational games
- learning experience
- item response theory
- domain knowledge
- individual differences
- bayesian networks
- computer based learning environments
- open student models
- computer programming
- learning outcomes
- learning process
- learning environment
- learning gains
- affective states
- solving problems
- cognitive load
- mental models
- computer supported collaborative learning
- online course
- statistically significant
- collaborative learning
- e learning