A Predictive Model of Learning Gains for a Video and Exercise Intensive Learning Environment.
José A. Ruipérez ValientePedro J. Muñoz MerinoCarlos Delgado KloosPublished in: AIED (2015)
Keyphrases
- predictive model
- learning gains
- learning outcomes
- learning environment
- collaborative concept mapping
- significantly higher
- historical data
- multimedia
- artificial neural networks
- student learning
- prediction model
- grade students
- pilot study
- decision trees
- tutoring system
- learning experience
- neural network
- learning process
- classification rules
- classification models
- collaborative learning
- cognitive load
- experimental conditions
- tablet pc
- individual differences
- e learning
- instructional strategies
- computer assisted instruction
- data analysis
- computer assisted
- learning activities