数据挖掘在现代作战中的应用研究

Research on the Application of Data Mining to Modern Warfare

随着装备技术的发展,现代作战具有作战单元种类数量多、攻防战术复杂、干扰性欺骗性数据充斥等特点,尤其是协同作战能力和数据交换能力逐步增强,以上都使得现代作战中涉及的信息呈现"海量"特征。为了取得理想的作战效果,指挥员必须对以上海量信息进行处理,从中提取出有用的信息和知识。近年来迅速发展的数据挖掘技术,在处理海量信息方面具有非常明显的优势。文章在介绍现代作战特点和数据挖掘技术的基础上,对数据挖掘技术在现代作战中的应用做了初步的研究。

The development of equipment technology makes the modern warfare has large numbers and many types of combat units,more complex offensive and defensive tactics,so full of interference and fraudulent data,and especially the cooperative engagement capabi1ity and data exchange capability are gradually increasing.Above features lead to massive information involved in modern warfare.In order to achieve the desired combat effect,commanders must handle massive information involved to extract useful information and knowledge.Data mining technology which is developing rapidly in recent years has a big advantage in handling massive information.This paper describes the characteristics of modern warfare and data mining technology,and makes a preliminary study on the application of data mining technology to modern warfare.