Computer Science ›› 2017, Vol. 44 ›› Issue (9): 74-77.doi: 10.11896/j.issn.1002-137X.2017.09.015

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Method of Three-way Decision Spam Filtering Based on Head Information of E-mail

YUAN Guo-xin and YU Hong   

  • Online:2018-11-13 Published:2018-11-13

Abstract: A method of three-way decision spam filtering was proposed in this paper based on the head information of E-mail.The head information is sorted by a new measurement of attribute significance.Bayesian probability based on the most significant attributes is computed to do the actions of three-way decisions.When the information is not enough to make decisions,more attribute information is added to the computing of Bayesian probability until the final decisions are made.The results of comparative experiments show that the new method is reasonable and effective.

Key words: Head information of E-mail,Attribute significance,Three-way decisions,Spam filtering

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