A predictive model for identifying students with dropout profiles in online courses.
Marcelo A. SantanaEvandro de Barros CostaBaldoino Fonseca dos Santos NetoItalo Carlo Lopes SilvaJoilson B. A. RegoPublished in: EDM (Workshops) (2015)
Keyphrases
- online course
- predictive model
- online learning
- learning styles
- distance learning
- online education
- statistically significant
- artificial neural networks
- computer mediated
- online environment
- historical data
- prediction model
- neural network
- educational institutions
- higher education
- classification rules
- student interaction
- learning content
- decision trees
- distance education
- learning experience
- student learning
- intelligent tutoring systems
- learning outcomes
- control group
- learning activities
- learning environment
- multimedia
- learning algorithm