DocumentCode :
709158
Title :
Simulated network effects on tactical operations on decision making
Author :
Patton, Debbie ; Marusich, Laura
Author_Institution :
Human Res. & Eng. Directorate, Army Res. Lab., USA
fYear :
2015
fDate :
9-12 March 2015
Firstpage :
145
Lastpage :
150
Abstract :
As the U.S. military transitions to networkenabled operations, there is a need for systematic investigation into how human decision-making affects and is affected by the resulting rapid increase in communications and information flow [1]. The challenges associated with Big Data (volume, variety, velocity and veracity) become relevant for Soldier performance at the Mission Command and squad leader levels. Here we explore the relationship between two Big Data variables and human cognitive performance, particularly in the military domain. We conduct two experiments in which we manipulate the amount and rate (volume and velocity) of information presented to participants, and assess the participants´ decisionmaking accuracy on different military-relevant tasks. The first experiment focuses on the squad leader and is conducted in ARL´s Immersive Cognitive Readiness Simulator (ICoRS), which allows replication of the environment of a squad leader. The second experiment focuses on the role of a company commander and simulates the Mission Command environment. We present preliminary results from both phases of study and discuss future work in which participants in each phase of study interact with each other and cooperate to complete a task.
Keywords :
Big Data; decision making; digital simulation; military computing; ARL immersive cognitive readiness simulator; Big Data; ICoRS; US military transitions; company commander; decision making; human cognitive performance; mission command; mission command environment; network effect simulation; network enabled operations; soldier performance; squad leader levels; tactical operations; Accuracy; Atmospheric measurements; Big data; Companies; Decision making; Particle measurements; Weapons; big data; cognition; decisionmaking; military; network science; performance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), 2015 IEEE International Inter-Disciplinary Conference on
Conference_Location :
Orlando, FL
Type :
conf
DOI :
10.1109/COGSIMA.2015.7108190
Filename :
7108190
Link To Document :
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