Practical early prediction of students' performance using machine learning and eXplainable AI.
Yeonju JangSeongyune ChoiHeeSeok JungHyeoncheol KimPublished in: Educ. Inf. Technol. (2022)
Keyphrases
- distance education
- machine learning
- distance learning
- e learning
- artificial intelligence
- prediction accuracy
- machine learning methods
- prediction model
- machine learning algorithms
- computational intelligence
- real world
- intelligent systems
- expert systems
- predictive modeling
- learning algorithm
- knowledge representation
- information extraction
- natural language processing
- feature selection
- prediction error
- learning systems
- data mining
- learning process
- learning styles
- learning experience
- higher education
- learning objects
- case based reasoning
- support vector machine
- online course
- computer science
- learning environment
- protein secondary structure prediction