DocumentCode :
2081574
Title :
An intelligent design system for military situation assessment
Author :
Xiang, Yanping ; Zeng, Yifeng ; Zhu, William ; Poh, Kim-Leng
Author_Institution :
Sch. of Comput. Sci. & Eng., Uni. ofElectronic Sci. & Tech. of China, China
Volume :
1
fYear :
2008
fDate :
17-19 Nov. 2008
Firstpage :
158
Lastpage :
163
Abstract :
Maintaining an accurate assessment of military situation assessment is essential to prevention, containment and effective response to military conflicts of all kinds. This research developed an intelligent decision support system for military situation assessment, which would be extremely useful for military decision makers. High uncertainty and the dynamics of the environment is a crucial problem for military situation assessment. In this research, Bayesian network models which have the ability to model and reason under uncertainties are employed as decision models. A new approach for constructing a decision model from knowledge base according to the changes in environment is proposed. An example from domain-littoral threats assessment is used to demonstrate this system¿s capability to construct situation-specific Bayesian network decision models from the domain knowledge base dynamically. The generated Bayesian network for situation assessment can be changed as the situation evolves.
Keywords :
belief networks; decision support systems; knowledge based systems; military computing; intelligent decision support system; intelligent design system; military conflicts; military decision makers; military situation assessment; situation-specific Bayesian network decision; Bayesian methods; Computer science; Decision making; Decision support systems; Intelligent systems; Knowledge engineering; Knowledge representation; Military computing; Object oriented modeling; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-2196-1
Electronic_ISBN :
978-1-4244-2197-8
Type :
conf
DOI :
10.1109/ISKE.2008.4730917
Filename :
4730917
Link To Document :
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