Validating and Refining Cognitive Process Models Using Probabilistic Graphical Models

Laura M. Hiatt, Connor Brooks, J. Gregory Trafton

Abstract: We describe a new approach for developing and validating cognitive process models. We develop graphical models (specifically, hidden Markov models) both from human empirical data on a task, as well a...