A two-phase machine learning approach for predicting student outcomes.
Omiros IatrellisIlias K. SavvasPanos FitsilisVassilis C. GerogiannisPublished in: Educ. Inf. Technol. (2021)
Keyphrases
- machine learning
- machine learning methods
- student learning
- semester long
- inductive learning
- decision trees
- data analysis
- knowledge acquisition
- machine learning approaches
- computer vision
- learning process
- intelligent tutoring systems
- supervised learning
- machine learning algorithms
- learning environment
- learning tasks
- explanation based learning
- natural language processing
- learning algorithm
- knowledge representation
- undergraduate students
- data mining
- active learning
- pattern recognition
- feature selection
- artificial intelligence
- tutoring system
- neural network
- data sets
- award winning
- high school students
- support vector machine
- model selection
- information extraction
- text classification
- computational intelligence
- text mining