| 基于兴趣相似度的协作式垃圾邮件过滤方案 |
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| 引用本文： | 潘蓝兰,薛开平,洪佩琳.基于兴趣相似度的协作式垃圾邮件过滤方案[J].通信技术,2010,43(2):122-124. |
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| 作者姓名： | 潘蓝兰 薛开平 洪佩琳 |
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| 作者单位： | 中国科学技术大学电子工程与信息科学系,信息网络实验室,安徽,合肥,230027 |
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| 基金项目： | 国家自然科学基金，安徽省自然基金，安徽省优秀青年人才基金重点项目 |
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| 摘 要： | 由于电子邮件在互联网上的广泛应用,出现了垃圾邮件的泛滥和占用网络带宽,垃圾邮件给用户正常收发邮件造成了严重困扰。提出了一种新的基于兴趣相似度的协作式邮件过滤方案,使得兴趣相似的用户迅速聚合成信息共享的团体,每个用户在团体内选择出最合适的过滤规则集进行有效的共享。实验表明,该方案在保持一定的过滤精度的同时有效降低了误判率。
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| 关 键 词： | 垃圾邮件 共享 兴趣相似度 协作式过滤 |
A Collaborative Spam Filter Proposal Based on Interest Similarity |
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| PAN Lan-lan,XUE Kai-ping,HONG Pei-lin.A Collaborative Spam Filter Proposal Based on Interest Similarity[J].Communications Technology,2010,43(2):122-124. |
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| Authors: | PAN Lan-lan XUE Kai-ping HONG Pei-lin |
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| Affiliation: | PAN Lan-lan,XUE Kai-ping,HONG Pei-lin (Information Network Lab of EEIS Department,University of Science , Technology of China (USTC),Hefei Anhui 230027,China) |
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| Abstract: | Due to the wide application of e-mail on the Internet, the spam is rampant and occupies the network bandwidty. Spam is a big trouble when people open their mailbox. In this paper, a new collaborative spam filtering proposal based on interest similarity is proposed. Similar users are quickly clustered into the different information-sharing communities. Each user could select the most suitable filtering rule set from the community for sharing. The results of experiment show that the proposal could lower the f... |
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| Keywords: | spam share interest similarity collaborative filter |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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