政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/67034

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | 全文筆數/總筆數 : 114205/145239 (79%)
造訪人次 : 52844588 線上人數 : 1004

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

政大機構典藏 > 教育學院 > 教育學系 > 期刊論文 > Item 140.119/67034

請使用永久網址來引用或連結此文件: https://nccur.lib.nccu.edu.tw/handle/140.119/67034

題名:	An efficient two-phase spam filtering method based on e-mails categorization
作者:	許志堅 Sheu, Jyh-Jian
貢獻者:	傳播學院
關鍵詞:	Data mining;decision tree;security;spam filtering
日期:	2009.05
上傳時間:	2014-06-30 18:06:19 (UTC+8)
摘要:	The e-mail`s header session usually contains important attributes such as e-mail title, sender`s name, sender`s e-mail address, sending date, which are helpful to classication of e-mails. In this paper, we apply decision tree data mining technique to header`s basic attributes to analyze the association rules of spam e-mails and propose an efficient spam ¯ltering method to accurately identify spam and legitimate e-mails. According to the experiment of applying numerous Chinese e-mails to our spam ¯ltering method, we obtain the following excellent datums: the Accuracy is 96.5%, the Precision is 96.67%, and the Re-call is 96.3%. Thus, the method proposed in this paper can e±ciently identify the spam e-mails by checking only the header sessions, which can reduce the cost for calculation.
關聯:	International Journal of Network Security, 8(3), 334-343
資料類型:	article
顯示於類別:	[教育學系] 期刊論文

文件中的檔案:

檔案	描述	大小	格式	瀏覽次數
334-343.pdf		185Kb	Adobe PDF2	1015	檢視/開啟

在政大典藏中所有的資料項目都受到原著作權保護.

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

資料載入中.....