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
Link To Document :
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