Search results for author:"David Vallett"
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Computers & Education Vol. 79, No. 1 (October 2014) pp. 116–125
The purpose of this paper is to explain and document the creation of a computational model in the form of an Artificial Neural Network (ANN) capable of simulating student cognition. Specifically, the model simulates students' cognition as they...
Cognitive diagnostic like approaches using neural-network analysis of serious educational videogames
Computers & Education Vol. 70, No. 1 (January 2014) pp. 92–104
There has been an increase in student achievement testing focusing on content and not underlying student cognition. This is of concern as student cognition provided for a more generalizable analysis of learning. Through a cognitive diagnostic...