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A self organizing map approach to physiological data analysis for enhanced group performance

Doser, Adele

A Self Organizing Map (SOM) approach was used to analyze physiological data taken from a group of subjects participating in a cooperative video shooting game. The ultimate aim was to discover signatures of group cooperation, conflict, leadership, and performance. Such information could be fed back to participants in a meaningful way, and ultimately increase group performance in national security applications, where the consequences of a poor group decision can be devastating. Results demonstrated that a SOM can be a useful tool in revealing individual and group signatures from physiological data, and could ultimately be used to heighten group performance.

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TYPE Conference YEAR 2004
OSTI
Results 87851–87875 of 99,299
Results 87851–87875 of 99,299