This panel position paper discusses issues and challenges in situation assessment (SA) with focus on a human perceptual-reasoning-based model framework. Starting with the review of definitions and proposed models of SA, and human thinking, the constructs of a perceptual-reasoning-machine-based SA system are presented. Knowledge bases associated with each component of the system are identified. Approaches and issues of knowledge acquisition, representation and reasoning are discussed.
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Ivan Kadar (2005) studied this question.