基于Apriori算法的经济管理系统的入侵数据挖掘研究  

Research on intrusion data mining of economic management system based on Apriori algorithm

作　　者：罗蒙 卢志炯 LUO Meng;LU Zhijiong(School of Mathematics and Physics Science and Engineering,Heibei University of Engineering,Handan,Hebei 056038,China;Zhuhai College of Science and Technology,Zhuhai,Ghuangdong 519040,China)

机构地区：[1]河北工程大学数理科学与工程学院,河北邯郸056038 [2]珠海科技学院计算机学院,广东珠海519040

出　　处：《计算机应用文摘》2023年第22期70-73,共4页Chinese Journal of Computer Application

摘　　要：与其他系统不同,经济管理系统非常容易遭到外界攻击。为了提高经济管理系统中入侵数据的挖掘性能,文章对基于Apriori算法的经济管理系统的入侵数据挖掘展开了研究,其中根据入侵数据在经济管理系统中的分布情况对入侵数据的分布区域进行了划分,并通过提取不同攻击类型下入侵数据的特征对入侵数据进行了聚类处理,同时利用识别阈值对经济管理系统的入侵数据进行了识别。文章利用Apriori算法制定经济管理系统入侵数据挖掘的转发控制协议,通过检索入侵数据的频繁项集挖掘经济管理系统入侵数据的关联规则,实现了经济管理系统的入侵数据挖掘。实验结果表明,文章提出的方法能够挖掘经济管理系统中的入侵数据,并将误识率控制在5%以内,达到了用户隐私保护的目的。Different from other systems,economic management system is very vulnerable to external attacks.In order to improve the performance of intrusion data mining in economic management system,this article conducted research on the intrusion data mining in economic management system based on Apriori algorithm.According to the distribution of intrusion data in the economic management system,the distribution area of intrusion data is divided.By extracting the characteristics of intrusion data under different attack types,the intrusion data is clustered and processed,and the intrusion data of the economic management system is identified by using the identification threshold.This article utilizes the Apriori algorithm to develop a forwarding control protocol for intrusion data mining in economic management systems.By retrieving frequent itemsets of intrusion data and mining association rules for intrusion data in economic management systems,the intrusion data mining in economic management systems is achieved.The experimental results show that the method proposed in the article can mine intrusion data in economic management systems and control the misidentification rate within 5%,achieving the goal of protecting user privacy.

关 键 词：APRIORI算法 数据挖掘 关联规则 经济管理系统 

分 类 号：TP3911[自动化与计算机技术—计算机应用技术]