A Neural Network Approach to Estimate Student Skill Mastery in Cognitive Diagnostic Assessments.
Qi GuoMaria CutumisuYing CuiPublished in: EDM (2017)
Keyphrases
- neural network
- meta cognitive
- cognitive skills
- learning styles
- skill acquisition
- cognitive science
- decision making
- artificial neural networks
- high school students
- mental models
- intelligent tutoring systems
- genetic algorithm
- online course
- back propagation
- fuzzy logic
- expert systems
- learning environment
- neural network model
- tutoring system
- cognitive process
- student modeling
- middle school mathematics
- narrative centered learning environments
- student model
- information processing
- learning activities
- declarative knowledge
- formative assessment
- model tracing