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CEAS
2004
Springer

Reputation Network Analysis for Email Filtering

10 years 9 months ago
Reputation Network Analysis for Email Filtering
In addition to traditional spam detection applications, new methods of filtering messages – including whitelist and social network based filters – are being investigated to further improve on mail sorting and classification. In this paper, we present an email scoring mechanism based on a social network augmented with reputation ratings. We present an algorithm for inferring reputation ratings between individuals and demonstrate through experiments that it is accurate based on current data. We then integrate those scores into a mail application, TrustMail, to show how they may be used in combination with other techniques for sorting and filtering mail.
Jennifer Golbeck, James A. Hendler
Added 01 Jul 2010
Updated 01 Jul 2010
Type Conference
Year 2004
Where CEAS
Authors Jennifer Golbeck, James A. Hendler
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