Intelligent decision support system approach for predicting the performance of students based on three-level machine learning technique.
Sohaib A. LatifXianwen FangLi-li WangPublished in: J. Intell. Syst. (2021)
Keyphrases
- machine learning
- learning environment
- university students
- learning experience
- lower levels
- undergraduate students
- college students
- tutoring system
- student learning
- online course
- high school
- computer science students
- engineering students
- distance learning
- learning outcomes
- higher education
- learning activities
- collaborative learning
- learning systems
- educational data mining
- feature selection
- university level
- computer science
- cooperative learning
- machine learning algorithms
- learning styles
- data mining
- knowledge level
- e learning
- knowledge acquisition
- reinforcement learning
- upper level
- science learning
- online learning
- elementary school
- programming course
- computer programming
- text classification
- mobile devices
- active learning
- learning tasks
- control group
- computational intelligence
- blended learning
- concept maps
- learning analytics
- distance education