EEG and eye-tracking based measures for enhanced training.
This paper describes a project whose goal was to establish the feasibility of using unobtrusive cognitive assessment methodologies in order to optimize efficiency and expediency of training. QUASAR, EyeTracking, Inc. (ETI), and Safe Passage International (SPI), teamed to demonstrate correlation between EEG and eye-tracking based cognitive workload, performance assessment and subject expertise on X-Ray screening tasks. Results indicate significant correlation between cognitive workload metrics based on EEG and eye-tracking measurements recorded during a simulated baggage screening task and subject expertise and error rates in that same task. These results suggest that cognitive monitoring could be useful in improving training efficiency by enabling training paradigms that adapts to increasing expertise.
Quantum Applied Science and Research (QUASAR), CA 92121, USA. walid@quasarusa.com
Walid
W
Soussou
Michael
M
Rooksby
Charles
C
Forty
James
J
Weatherhead
Sandra
S
Marshall
D001921:Brain / Q000502:physiology; D003071:Cognition; D004569:Electroencephalography / Q000379:methods*; D005133:Eye Movements / Q000502:physiology*; D006801:Humans; D012984:Software; D013647:Task Performance and Analysis; D014965:X-Rays