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Journal of Emerging Trends in Computing and Information Sciences >> Call for Papers Vol. 8 No. 3, March 2017

Journal of Emerging Trends in Computing and Information Sciences

Filtering Spam Using Fuzzy Expert System

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Author Siham A. M. Almasan, Wadeea A. A. Qaid, Ahmed Khalid, Ibrahim A. A. Alqubati
ISSN 2079-8407
On Pages 655-660
Volume No. 6
Issue No. 12
Issue Date January 1, 2016
Publishing Date January 1, 2016
Keywords Spam filtering, spam word ranking, spam classification, fuzzy logic.


Abstract

The rapid growth of users in the Internet and the abuse of e-mail by unsolicited users cause an exponential increase of spam in user mailboxes.. The techniques currently used by most anti-spam software are static; spammers simply examine the latest anti-spam techniques and find ways how to rip them off. This paper presents a fuzzy expert system to detect spam. Considering the pre-processing of the subject, content, the sender’s email address and attachments of the email to be ranked by using common spam words list. These ranked items represent the input variables for the proposed system, which classify the email as spam or not. The fuzzy expert system performs to filter the spam and gives good results in terms of spam recall and precision.
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