Title :
Evaluation of Image Spam Classification System Based on AHP
Author :
Xu Zhen ; Wang Hong-guo ; Shao Zeng-zhen
Author_Institution :
Dept., Inf. Sci. & Eng., Shandong Normal Univ., Jinan, China
Abstract :
The ever increasing volumes of image-based spam e-mails are bringing more annoyance to Internet users, and how to filter it has become a pressing problem. This paper discussed the evaluation problem of image spam classification system using analytic hierarchy process (AHP). First propose the evaluating index system and build hierarchy structure model; Then build the comparative matrixes according to the rate of contribution the variant factors applied to the target; Finally calculate the index weight of each layer. At the end of this paper, the experiment results verify the correctness of our methods.
Keywords :
Internet; classification; decision making; image processing; indexing; information filtering; unsolicited e-mail; Internet; analytic hierarchy process; email filtering; evaluating index system; image spam classification system; image-based spam e-mail; Computational efficiency; Electronic mail; Humans; Image analysis; Information filtering; Information filters; Information science; Internet; Pressing; Unsolicited electronic mail;
Conference_Titel :
Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4507-3
Electronic_ISBN :
978-1-4244-4507-3
DOI :
10.1109/CISE.2009.5366905