基于统计分析与概率计算的邮件循环检测算法研究

A Mail Loop Detection Algorithm Based on Statistical Analysis and Probability Computing

分析了邮件循环的产生因素及传统的检测方法 ,建立了基于邮件会话中来源与目的的统计模型 ,研究了会话时间序列的统计特性 ,据此计算各来源目的对的循环概率值 。

This paper describes a novel approach to automatically detect looping messages. It first analyzes factors leading to mail loops and discusses several traditional solutions. Then constructs a statistical model based on each (source, destination) pair by in depth analysis of statistical properties of each pair's conversation time intervals. According to probability computing of each pair, we can easily detect which pair is in a message loop.