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Quality assessment of human behavior models

Author: Doesburg, W.A. van
Type:article
Date:2007
Institution: TNO Defensie en Veiligheid
Source:11th IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2007, 29 August 2007 through 31 August 2007, Palma de Mallorca,
Identifier: 19008
Keywords: Informatics · Human behaviour · Military · Cognitive attention · Cognitive modeling · Decision support · Human behavior modeling · Quality assessment · Tactical picture compilation · Artificial intelligence · Decision support systems · Military applications · Problem solving · Reusability · Social sciences · Soft computing · Cognitive modeling · Quality assessment · Tactical picture compilation · Behavioral research

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 man ner 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 as sessments results. This, in turn, enables models to be com posed of (sub)models of which the quality is established beforehand.