DocumentCode
402220
Title
Fidelity and validity: issues of human behavioral representation requirements development
Author
Hughes, Tom ; Rolek, Evan
Author_Institution
Gen. Dynamics, Dayton, OH, USA
Volume
1
fYear
2003
fDate
7-10 Dec. 2003
Firstpage
976
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.
Keywords
behavioural sciences computing; digital simulation; formal specification; knowledge representation; military computing; HBR requirements; IADS; fidelity investments; fidelity requirements; fundamental metrics; human behavioral representation; model quality; model utility; modeling; operator behavior; representational fidelity; requirements analysis; requirements development; simulation objectives; synthetic battlespace; synthetic integrated air defense system; traceability; validity; Analytical models; Context modeling; Costs; Face; Humans; Information systems; Investments; Large-scale systems; Railway safety; Weapons;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference, 2003. Proceedings of the 2003 Winter
Print_ISBN
0-7803-8131-9
Type
conf
DOI
10.1109/WSC.2003.1261519
Filename
1261519
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