"What Was He Thinking?": Using EEG Data to Facilitate the Interpretation of Performance Patterns
FAC '09 Proceedings of the 5th International Conference on Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience: Held as Part of HCI International 2009
The future of augmented cognition systems in education and training
FAC'07 Proceedings of the 3rd international conference on Foundations of augmented cognition
AFFectIX: an affective component as part of an e-learning-system
FAC'07 Proceedings of the 3rd international conference on Foundations of augmented cognition
Exploring neural trajectories of scientific problem solving skill acquisition
FAC'07 Proceedings of the 3rd international conference on Foundations of augmented cognition
FAC'07 Proceedings of the 3rd international conference on Foundations of augmented cognition
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Many uses for neurophysiological data in training have been proposed in the literature [6], [10], and [11]. However, to date it has not been demonstrated that the use of EEG yields performance diagnoses that are actually more accurate. The current study investigated the capability of EEG to accurately diagnose performance difficulties by examining the predictive ability of an accurate diagnosis on future performance. The data from this study suggests that using EEG to filter a trainee's performance data prior to analysis on a computer based tank identification task yields a more accurate diagnosis than analyzing the data with the traditional statistical methods.