Confounding Carelessness? Exploring Causal Relationships Between Carelessness, Affect, Behavior, and Learning in Cognitive Tutor Algebra Using Graphical Causal Models.
Stephen FancsaliPublished in: EDM (2015)
Keyphrases
- causal relationships
- causal models
- causal structure
- causal discovery
- learning algorithm
- bayesian networks
- learning process
- causal relations
- cognitive tutor
- learning systems
- prior knowledge
- high school students
- affective states
- structural model
- active learning
- online learning
- experimental data
- intelligent tutoring systems
- observational data
- machine learning
- meta cognitive