DocumentCode
397762
Title
Systematic analysis of risk visualization strategies for homeland defense
Author
Rothrock, Ling ; Park, Sungsoon ; Barnes, Michael J. ; McDermott, Patricia ; Hutchins, Shaun ; Gillan, Doug
Author_Institution
Pennsylvania State Univ., University Park, PA, USA
Volume
3
fYear
2003
fDate
5-8 Oct. 2003
Firstpage
2083
Abstract
An approach to conduct systematic analysis of risk visualization strategies in a homeland missile defense context is presented. The approach consists of three phases which take different perspectives toward characterizing the problems of resource management and allocation for defense against missile attacks. Decision makers in missile defense are supervisory controllers of highly automated and resource-constrained systems. Our approach is suggested as a method to assess the effectiveness of visualization strategies in a dynamic decision environment. The three phases of our approach included a test for subject utility preferences, a text for subject multi-attribute prefences using the Analytic Hierarchy Process (AHP), and a test for subject action selection using a human-in-the-loop simulation test bed. Our approach is proposed to systematically evaluate the effectiveness of multistage decision making strategies against immediate and delayed threats. The alternatives were calculated based on expected cases of lives lost as a result of attacks on defended areas. Implementation of the test bed enabled us to investigate the effect of visualization formats on decision behaviour. Some preliminary results based on a pilot study will be presented. The implications of our study extend beyond missile defense. In a world where catastrophic loss of civilian lives is seen by some as a victory, those entrusted with homeland security must effectively manage limited resources to combat terrorist activities. Effective visualization formats will help to promote decision that are informed with respect to the risks and outcomes.
Keywords
data visualisation; decision making; defence industry; military computing; missiles; resource allocation; risk analysis; terrorism; utility theory; analytic hierarchy process; decision making; dynamic decision environment; homeland missile defense context; homeland security; human-in-the-loop simulation; missile attacks; missile defense; resource allocation; resource management; resource-constrained systems; risk visualization strategies; supervisory controllers; terrorist activities; visualization formats; Analytical models; Automatic control; Control systems; Decision making; Missiles; Resource management; Risk analysis; Terrorism; Testing; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2003. IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-7952-7
Type
conf
DOI
10.1109/ICSMC.2003.1244191
Filename
1244191
Link To Document