Machine Learning Based Classification Approach for Predicting Students Performance in Blended Learning.
Celia González NespereiraEsraa ElhaririNashwa El-BendaryAna Fernández VilasRebeca P. Díaz RedondoPublished in: AISI (2015)
Keyphrases
- blended learning
- machine learning
- higher education
- blended learning environment
- distance learning
- e learning
- online learning
- open university
- technology mediated
- decision trees
- classroom learning
- learning management systems
- open and distance learning
- learning strategies
- educational technology
- virtual learning community
- student satisfaction
- learning technologies
- language learning
- online learning communities
- collaborative learning
- case study
- training set
- classroom environment
- critical thinking
- hybrid learning
- distance education
- learning experience
- learning systems
- metadata
- virtual learning environments
- student learning
- learning environment
- social interaction
- active learning
- learning process
- face to face instruction
- curriculum development
- learning algorithm
- online learning environments
- virtual classroom
- knowledge building
- learning design
- mobile learning
- intelligent tutoring systems