Students Performance Prediction in Online Courses Using Machine Learning Algorithms.
Raghad Al-ShabandarAbir HussainRobert KeightWasiq KhanPublished in: IJCNN (2020)
Keyphrases
- online course
- machine learning algorithms
- online learning
- benchmark data sets
- learning styles
- distance learning
- online education
- machine learning
- computer mediated
- learning algorithm
- machine learning methods
- statistically significant
- prediction accuracy
- decision trees
- online environment
- standard machine learning algorithms
- learning tasks
- educational institutions
- prediction model
- student interaction
- machine learning models
- machine learning approaches
- computer mediated communication
- learning systems
- discussion forums
- learning technologies
- student satisfaction
- e learning
- learning content
- m learning
- instructional design
- learning experience
- transfer learning
- college level
- data sets