基于网格的垃圾邮件过滤系统  

Spam filtering system based on grid

作　　者：石永革[1] 洪艳芬[1] 石峰[2] 

机构地区：[1]南昌大学信息工程学院,江西南昌330031 [2]南昌航空工业学院,江西南昌330063

出　　处：《计算机工程与设计》2009年第7期1600-1602,共3页Computer Engineering and Design

摘　　要：目前实际应用的垃圾邮件过滤技术效果不太理想,尤其是对垃圾邮件的误判率和漏判率问题较为突出。其中,基于概率统计的简单贝叶斯分类算法相对而言效果较好。为提高垃圾邮件过滤系统的分类准确率和效率,利用网格技术资源高度共享的优势,并对Bayes分类算法的应用模式进行改进,提出了一种基于网格的垃圾邮件过滤系统方案。Many Spam filtering technologies in use are not ideal. Misjudge and missing judge on Spam is prominent. Therefore, it is meaning to research and design a highly efficient Spam filtering system. In order to improve the efficiency of Spam filtering and categorical accuracy, grid technology is induced, which has an advantage of high sharing of grid tech resources, and improve the application pattern of Bayes categorical algorithm. Finally a Spam filtering system based on Grid is proposed.

关 键 词：邮件过滤 贝叶斯算法 网格 GLOBUS toolkit4 文本分类 

分 类 号：TP393.08[自动化与计算机技术—计算机应用技术]