Information System Framework for Learners' Dropout Prediction in Online Courses Using Machine Learning Algorithms.
Neelam NaikHarshali PatilSeema PurohitPublished in: ACIS (2023)
Keyphrases
- machine learning algorithms
- learning algorithm
- benchmark data sets
- online course
- machine learning
- machine learning methods
- statistical machine learning
- learning styles
- online education
- information systems
- online learning
- decision trees
- random forests
- machine learning approaches
- learning experience
- learning tasks
- machine learning models
- statistically significant
- learning problems
- learning environment
- predictive accuracy
- computer mediated
- educational institutions