Applying Causal Inference in Educational Data Mining: A Pilot Study.
Walisson Ferreira de CarvalhoBráulio Roberto Gonçalves Marinho CoutoAna Paula LadeiraOsmar Ventura GomesLuis Enrique ZáratePublished in: CSEDU (1) (2018)
Keyphrases
- pilot study
- causal inference
- educational data mining
- learning analytics
- additive noise
- causal models
- nonmonotonic reasoning
- student modeling
- computer games
- abductive reasoning
- databases
- discrete data
- programming language
- description logics
- logic programs
- experimental data
- learning algorithm
- machine learning
- data mining