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Human systems modeling: fidelity and validity: issues of human behavioral representation requirements development

Published: 07 December 2003 Publication History

Abstract

Within the modeling and simulation community issues of fidelity and validity are often considered the fundamental metrics used to gauge the quality and utility of a model or simulation. The extent to which a model represents reality is often referred to as fidelity while the usefulness of that representation within the context of a specific application relates to its validity. In most cases, increases in representational fidelity are coincident with increased development costs. How then does one decide where investments in fidelity should be placed? Faced with this question regarding the representation of operator behavior for a synthetic integrated air defense system (IADS) to be used in a synthetic battlespace, we are conducting a requirements analysis to establish human behavioral representation (HBR) requirements. This analysis will provide a degree of traceability from fidelity requirements to simulation objectives so effective tradeoffs can be made. The present paper reviews our methodology and preliminary findings to date.

References

[1]
AGARD Aerospace Medical Panel 1998. A Designer's Guide to Human Performance Modeling. AGARD-AR-356, NATO/AGARD, Neuilly-sur-Seine Cedex, France.
[2]
Chandrasekaran, B. and Josephson, J. R. 1999. "Cognitive Modeling For Simulation Goals: A Research Strategy for Computer-Generated Forces" 8<sp>th</sp> Computer Generated Forces Conference, Paper No. 8TH-CGF-100.
[3]
ESAMS Analyst's Manual, BDM/ABQ-97-0023-TR, August 15, 1997, BDM International, Inc., Contract F41621-96-D-5001, Delivery Orders 12 and 13, CDRL A00D, unclassified.
[4]
Gross, D., Pace, D., Harmon, S., and Tucker, W. 1999. "Why Fidelity?" Spring 1999 Simulation Interoperability Workshop, Paper No. 99S-SIW-168.
[5]
Pew, Richard W. and Mavor, Anne S. (Eds.) 1998. Modeling Human and Organizational Behavior: Application to Military Simulations. National Research Council. National Academy Press, Washington DC

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  1. Human systems modeling: fidelity and validity: issues of human behavioral representation requirements development

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      cover image ACM Conferences
      WSC '03: Proceedings of the 35th conference on Winter simulation: driving innovation
      December 2003
      2094 pages
      ISBN:0780381327

      Sponsors

      • IIE: Institute of Industrial Engineers
      • INFORMS/CS: Institute for Operations Research and the Management Sciences/College on Simulation
      • ASA: American Statistical Association
      • ACM: Association for Computing Machinery
      • SIGSIM: ACM Special Interest Group on Simulation and Modeling
      • IEEE/CS: Institute of Electrical and Electronics Engineers/Computer Society
      • NIST: National Institute of Standards and Technology
      • (SCS): The Society for Modeling and Simulation International
      • IEEE/SMCS: Institute of Electrical and Electronics Engineers/Systems, Man, and Cybernetics Society

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      Winter Simulation Conference

      Publication History

      Published: 07 December 2003

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      WSC03
      Sponsor:
      • IIE
      • INFORMS/CS
      • ASA
      • ACM
      • SIGSIM
      • IEEE/CS
      • NIST
      • (SCS)
      • IEEE/SMCS
      WSC03: Winter Simulation Conference 2003
      December 7 - 10, 2003
      Louisiana, New Orleans

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      WSC '03 Paper Acceptance Rate 128 of 189 submissions, 68%;
      Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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