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基于P2P网络的个性化协同邮件过滤模型

司广涛 孟静 李光顺

计算机技术与发展2011,Vol.21Issue(6):128-131,4.
计算机技术与发展2011,Vol.21Issue(6):128-131,4.

基于P2P网络的个性化协同邮件过滤模型

Personalized Collaborative E-mail Filtering Model Based on P2P Network

司广涛 1孟静 1李光顺1

作者信息

  • 1. 曲阜师范大学计算机科学学院,山东日照276826
  • 折叠

摘要

Abstract

E-mail is filtered with user's feedback information about false positives and false negatives in content-based collaborative filters. While this improves the ability of the filters to track concept drift in spam over time, such approaches make implicit assumptions in centralized spam filtering. A personalized collaborative spam filtering model based on P2P network was presented to solve the problems in centralized collaborative spam filters and the design and implementation of signature-based system and the architecture were described. A prototype system was implemented to analyze the data collected from the users employing the system as their spam filtering tool. The evaluation of the results indicates that the personalized collaborative spam filtering is accurate and efficient.

关键词

P2P网络/个性化/协同/垃圾邮件过滤

Key words

P2P network/ personalized/ collaborative/ spam filtering

分类

信息技术与安全科学

引用本文复制引用

司广涛,孟静,李光顺..基于P2P网络的个性化协同邮件过滤模型[J].计算机技术与发展,2011,21(6):128-131,4.

基金项目

山东省优秀中青年科学家科研奖励基金(BS2009DX024) (BS2009DX024)

曲阜师范大学科研基金(XJ0703,XJ200809) (XJ0703,XJ200809)

计算机技术与发展

OACSTPCD

1673-629X

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