Participation-based student final performance prediction model through interpretable Genetic Programming: Integrating learning analytics, educational data mining and theory.
Wanli XingRui GuoEva PetakovicSean P. GogginsPublished in: Comput. Hum. Behav. (2015)
Keyphrases
- learning analytics
- educational data mining
- prediction model
- genetic programming
- student modeling
- student success
- regression model
- formative assessment
- student model
- neural network
- learning analytics and knowledge
- learning environment
- evolutionary algorithm
- networked learning
- technology enhanced learning
- visual analytics
- intelligent tutoring
- attitudes toward
- intelligent tutoring systems
- higher education
- educational games
- learning styles
- learning sciences
- computer science
- genetic algorithm
- data mining