Utilizing early engagement and machine learning to predict student outcomes.
Cameron C. GrayDave PerkinsPublished in: Comput. Educ. (2019)
Keyphrases
- machine learning
- learning environment
- student engagement
- student participation
- student learning
- learning gains
- student model
- machine learning algorithms
- learning algorithm
- narrative centered learning environments
- semester long
- natural language processing
- learning systems
- learning process
- active learning
- machine learning methods
- knowledge acquisition
- learning styles
- computer science education
- data mining
- computer vision
- protein secondary structure prediction
- support vector machine
- learning opportunities
- programming course
- science education
- explanation based learning
- online course
- statistical methods
- intelligent tutoring systems