一种基于装备画像的武器装备数据化方法

Method of Weapons and Equipment Data Based on Equipment Profile

为了克服装备数据芜杂性对数据挖掘应用的制约,基于特征工程理论,提出了一种基于装备画像的武器装备数据化方法。基于特征工程中的特征和特征向量的概念,给出了装备标签、元标签、装备画像和视角的概念及其形式化描述;研究了装备标签的建模方法,对装备标签进行分类并分别研究了不同权值的确定方法,给出装备标签创建的一般性原则;分析了装备画像的优势和需要进一步解决的问题。

In order to solve the problem that miscellaneous equipment data restricts the application of data mining, a method of weapons and equipment data based on the theory of feature engineering was presen- ted. Based on the concept of feature and feature vectors, the concept and formal description of equipment tag, meta-tag, equipment profile and angle were given. The method of modeling equipment tag was studied, which includes classification of equipment tag, the technique of determining different weight of equipment tag and the general principle of equipment tag creating. The advantage of equipment profile and some future directions were summarized.