基于关联规则的武器装备体系能力分类.pdf

文档介绍：2010-03 兵工自动化
29(3) Ordnance Industry Automation · 1·
doi: .1006-
基于关联规则的武器装备体系能力分类
黄魏,田亮,杨克巍,高兵
(国防科学技术大学信息系统与管理学院,湖南长沙 410073 )
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 FP growth 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。
关键词:关联规则;FP 树;能力;分类
中图分类号:C934 文献标识码:A
Capability Categorization of Weapons Equipment System Based on Association Rules
HUANG Wei, TIAN Liang, YANG Ke-wei, GAO Bing
(School of Information System & Management, National University of Defense Technology, Changsha 410073, China)
Abstract: 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 plete 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.
Keywords: Association rules; FP-tree; Capability; Categ