Title :
A Method of Knowledge Reasoning for Threat Assessment in the Battlefield
Author :
Tang, Zhi-li ; Zhang, An
Author_Institution :
Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
Knowledge reasoning, in which knowledge acquisition and reasoning strategy are key techniques, is one of the most important methods applied to threat assessment. Based on the specialty of threat assessment in complex battlefield environment, an information system of threat assessment was built. Then the knowledge in the form of minimized production rules that contained the expert experience was mined by decision logic language. Furthermore, through analysis of knowledge uncertainty, a strategy of knowledge reasoning was raised. In this way, we can estimate the threat of multi-types targets in complex environment, which provide a basis for decision-making of combat command.
Keywords :
data mining; decision making; formal logic; inference mechanisms; military computing; battlefield threat assessment; combat command; decision logic language; decision-making; knowledge acquisition; knowledge reasoning; knowledge uncertainty; threat assessment information system; Computer science; Decision making; Information systems; Information technology; Knowledge acquisition; Logic; Production; Target recognition; Target tracking; Uncertainty; knowledge acquisition; knowledge reasoning; threat assessment;
Conference_Titel :
Information Technology and Computer Science, 2009. ITCS 2009. International Conference on
Conference_Location :
Kiev
Print_ISBN :
978-0-7695-3688-0
DOI :
10.1109/ITCS.2009.144