基于关联规则的武器装备体系能力分类  

Capability Categorization of Weapons Equipment System Based on Association Rules

作　　者：黄魏[1] 田亮[1] 杨克巍[1] 高兵[1] 

机构地区：[1]国防科学技术大学信息系统与管理学院,湖南长沙410073

出　　处：《兵工自动化》2010年第3期1-3,共3页Ordnance Industry Automation

基　　金："十一五"武器装备预先研究项目(513300102);国家自然科学基金(70901074)

摘　　要：针对武器装备体系能力分类涉及利益相关者众多的特点,提出基于关联规则的武器装备体系能力分类方法。介绍关联规则的基本概念,对武器装备体系能力进行预处理后,采用FPgrowth算法挖掘能力间的关联规则,然后对产生的关联规则剪技,根据关联规则完成能力的分类,通过编程对基于规则的武器装备体系能力分类进行测试。分类实验表明,该方法可以完成能力的自动分类,并具有较好的准确率和召回率。Weapons capability categorization system for the stakeholders involved in a large number of features, put forward a new method of capability categorization of weapons equipment system based on association rules. Introduce the basic concepts of association rules, after preprocessing the weapons equipment system capability, use the FP-Growth algorithm to mine the association rules, and filtrated the association rules. Then, based on complete ability categorization, test the proposed method by programming. The experimental results show that the method can achieve the automatic categorization of capabilities and has better accuracy and recalling rate.

关 键 词：关联规则 FP树 能力 分类 

分 类 号：C934[经济管理—管理学]