Analyzing Large Collections Of Email

IKE '04: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE ENGNINEERING(2004)

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摘要
One of the first applications of the Internet was the electronic mailing (e-mail). Along with the evolution of the Internet, e-mail has evolved into a powerful and popular technology. Messages, electronically documents, pictures and even movies can be send between users of computer systems at different places all over the world within seconds. Electronic mail is a fast, a cheap and a comfortable communication method. But with the exponential increase of the Internet users and the corresponding increasing e-mail traffic, new problems arise. Examples are Spam mails or computer viruses hidden in email attachments. Therefore the analysis of email and email traffic becomes more and more important. In this paper we discuss visualization methods for analyzing large amounts of e-mails to detect interesting patterns or to identify Spam e-mails.
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关键词
pattern visualization,visual data mining,data analysis
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