Towards a Students' Dropout Prediction Model in Higher Education Institutions Using Machine Learning Algorithms.
Khalid OqaidiSarah AouhassiKhalifa MansouriPublished in: Int. J. Emerg. Technol. Learn. (2022)
Keyphrases
- machine learning algorithms
- prediction model
- higher education institutions
- higher education
- distance learning
- learning management systems
- literature review
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- regression model
- machine learning methods
- e learning
- online education
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- instructional strategies
- neural network
- learning tasks
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- computer self efficacy
- student learning
- machine learning models
- educational resources
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- standard machine learning algorithms
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- learning styles
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