Quality assessment of human behavior models

  • Authors:
  • Willem A. van Doesburg

  • Affiliations:
  • TNO Defense, safety & security, Soesterberg, The Netherlands

  • Venue:
  • ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
  • Year:
  • 2007

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Abstract

Accurate and efficient models of human behavior offer great potential in military and crisis management applications. However, little attention has been given to the manner in which it can be determined if this potential is actually realized. In this study a quality assessment approach that combines the perspectives of application users, scientific users and model developers is proposed. A case study was done to assess the quality of two models. Specifically the reusability and relevancy of these models was assessed. The assessment approach is a framework in which quality assessment of human behavior representations can be further developed and that offers the exchange of quality assessments results. This, in turn, enables models to be composed of (sub)models of which the quality is established beforehand.