A Robust Machine Learning Technique to Predict Low-performing Students.
Soohyun Nam LiaoDaniel ZingaroKevin ThaiChristine AlvaradoWilliam G. GriswoldLeo PorterPublished in: ACM Trans. Comput. Educ. (2019)
Keyphrases
- machine learning
- learning environment
- high school students
- learning experience
- higher education
- student learning
- distance learning
- e learning
- intelligent tutoring systems
- learning outcomes
- decision trees
- educational data mining
- learning styles
- learning algorithm
- feature selection
- undergraduate students
- college students
- learning process
- knowledge acquisition
- computer science students
- open ended
- concept maps
- high school
- pattern recognition
- learning activities
- learning tasks
- machine learning methods
- support vector machine
- data mining
- machine learning algorithms
- middle school students
- student engagement
- collaborative learning