An Efficient 2-Stages Classification Model for Students Performance Prediction.
Mohamed Farouk YacoubHuda Amin MaghawryNivin A. HelalSebastián Ventura SotoTarek F. GharibPublished in: AISI (2022)
Keyphrases
- prediction accuracy
- learning experience
- high school students
- learning activities
- student learning
- learning environment
- learning process
- university students
- e learning
- college students
- higher education
- distance learning
- undergraduate students
- elementary school
- high school
- learning styles
- collaborative learning
- prediction model
- learning outcomes
- programming course
- computer science students
- learning scenarios
- distance education
- online course
- computer supported collaborative learning
- educational environment
- prediction algorithm
- students learning
- young students
- control group
- tutoring system
- intelligent tutoring systems
- mobile learning
- cognitive load
- prediction error
- secondary school
- learning analytics
- grade students
- middle school students
- university level
- helping students
- online learning
- case study