摘要
关联规则挖掘算法是告警相关性分析获取规则的重要方法。针对综合网络管理系统中告警相关性分析需自动获取规则的需求,提出一种基于该算法的规则发现系统模型,并进行具体方案的设计与实现。在算法上引入加权和序列模式的思想,力求保证系统的挖掘质量,使挖掘规则符合实际需求,适应电信网络不断变化的需求。
Mining Association Rule Algorithm was an important method of obtaining rules for alarm correlation analysis. To meet the requirement of automatic acquisition of rules for alarm correlation analysis in Integrated Network Management System, the design and implementation of Rule Discovery System was presented in this paper. The technologies of weighted and sequential patterns were introduced to this algorithm, so that mining rule was in line with actual demands and adapted to the change of telecommunications networks.
出处
《铁路计算机应用》
2010年第3期5-9,共5页
Railway Computer Application
基金
中国神华能源公司科技创新项目(K09X0010)
关键词
告警相关性
关联规则
加权
序列模式
综合网络管理系统
alarm correlation analysis
Association Rule
weighted
sequential pattern
Integrated Network Management System
