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Title

Research of Situation Assessment oriented Hypothesis based Plan Recognition(SAOPR)

Author

Huang Hexiao, He Sheng-ping, Wang Guoqing, Zhaoye

Citation

Vol. 8  No. 8  pp. 96-100

Abstract

New framework of situation assessment oriented plan recognition (SAOPR) based on the closed loop of “Cognition, Prediction, Validation” is proposed for the application of military situation assessment, and its implementing method has been researched too. In this paper firstly the workflow of the closed loop process is analyzed and the SAOPR framework is extracted. For to explain the describility and the calculability of the closed loop process, several concepts of situation elements are defined and the SAOPR architecture including the plan recognition algorithm is designed. Then the plan recognition knowledge model of SAOPR has been discussed. The designed model has a structure of knowledge hierarchy which consists of much kind of nodes as action, event, situation and purpose. Theoretical analysis and experimental results demonstrate that SAOPR could describe clearly the evolvement process of battlefield situation assessment, so it is expectable for SAOPR to play a useful role in situation assessment system.

Keywords

Plan recognition, Situation assessment, Knowledge model, Prediction

URL

http://paper.ijcsns.org/07_book/200808/20080814.pdf