孟利青, 常润梅. Design of protection system of SMS business system based on Bayesian algorithm[J]. 2014, 27(12): 43-48. DOI: 10.13992/j.cnki.tetas.2014.12.011.
Design of protection system of SMS business system based on Bayesian algorithm
摘要
针对电信运营商短信营业厅系统易受垃圾短信影响的问题
给出一种基于贝叶斯算法的短信营业厅防护系统构建方法
即在现有系统的基础上
另外构建一个与现有业务系统无耦合的独立系统
部署在短信营业厅系统前端进行短信预处理。新系统主要由文本特征提取模块、分类模块、过滤模块组成
对接收到短信按贝叶斯算法进行分类
按规则库进行过滤和清洗垃圾短信
将有价值的短信送到短信营业厅系统处理
减少垃圾短信对系统资源的开销。理论分析显示
利用所建系统
可达到对短信营业厅有效防护效果。实践证明
防护系统应用后
短信营业厅系统资源消耗下降。
Abstract
In order to solve the infl uence of rubbish short message telecom operators short message service business system
put forward a method of short message business office protection system based on Bayesian algorithm. Based on the existing system as the basis
to build a independent system without coupled with existing business system
the deployment of short message service pretreatment in front of short message service business system
system mainly has the text feature extraction module
a classifi cation module
fi ltering module
to receive text messages are classifi ed by the Bias algorithm
fi lter
according to the rule base cleaning garbage short message service
short message service text messages will be of value to the business hall system processing
reduce spam messages on the spending of system resources. Theoretical analysis shows that
by using the established system
can achieve effective protection effect of short message service business hall. Practice has proved
protection system
short message service business system resource consumption is reduced.