Towards Identifying Students' Causal Reasoning Using Machine Learning.
Jody Clarke-MiduraMichael YudelsonPublished in: AIED (2013)
Keyphrases
- causal reasoning
- machine learning
- causal models
- knowledge representation
- learning environment
- distance learning
- higher education
- distance education
- learning experience
- high school students
- learning activities
- e learning
- undergraduate students
- learning styles
- college students
- machine learning methods
- high school
- intelligent tutoring systems
- data mining
- learning outcomes
- student learning
- directed acyclic graph
- control group
- mobile learning
- machine learning algorithms
- information extraction
- university level
- university students
- artificial intelligence
- educational data mining
- programming course
- learning process
- decision trees
- tutoring system
- online course
- learning analytics
- knowledge base
- active learning
- middle school
- expert systems