Title :
Knowledge representation issues in perceptual reasoning managed situation assessment
Author_Institution :
Interlink Syst. Sci., Inc., Lake Success, NY, USA
Abstract :
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.
Keywords :
knowledge acquisition; knowledge representation; man-machine systems; model-based reasoning; human perceptual-reasoning-based model; human thinking; knowledge acquisition; knowledge representation; situation assessment; Context modeling; Decision making; Delay; Humans; Knowledge acquisition; Knowledge management; Knowledge representation; Lakes; Predictive models; Process control; Human perceptual reasoning; information fusion; knowledge representation; situation assessment;
Conference_Titel :
Information Fusion, 2005 8th International Conference on
Print_ISBN :
0-7803-9286-8
DOI :
10.1109/ICIF.2005.1591821
