Exploring Machine Learning Methods to Automatically Identify Students in Need of Assistance.
Alireza AhadiRaymond ListerHeikki HaapalaArto VihavainenPublished in: ICER (2015)
Keyphrases
- machine learning methods
- machine learning
- machine learning algorithms
- learning environment
- machine learning approaches
- student learning
- statistical methods
- higher education
- learning activities
- distance learning
- ensemble methods
- educational environment
- learning styles
- tutoring system
- college students
- learning community
- programming course
- grade students
- e learning
- university level
- computer science students
- intelligent tutoring systems
- learning outcomes
- learning experience
- learning algorithm
- distance education
- high school
- online course
- undergraduate students
- computer programming
- high school students
- learning analytics
- subject matter
- university students
- middle school
- learned knowledge
- automatically generated
- online learning