Study on ASP-based Anti-spam Management System

被引:0
作者
Wang Yingjie [1 ]
Chen Xiaoyu [1 ]
Wang Lin [1 ]
Liang Xiaoqiang [1 ]
机构
[1] Shijiazhuang Informat Engn Vocat Coll, Shijiazhuang 050035, Peoples R China
来源
INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4 | 2013年 / 411-414卷
关键词
Spam Filter; ASP-based; Anti-spam;
D O I
10.4028/www.scientific.net/AMM.411-414.581
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
A perfect spam filter would avoid ham misclassification. This paper describes the development and application of spam filter. Specifically, the evaluation methodology was designed on-line open source spam filters. Finally, ASP-based anti-spam management system was created to combine the results of multiple filters. We finally find that the filters of ASP-based anti-spam system also make mistakes but can be used in conjunction with users to minimize errors.
引用
收藏
页码:581 / 584
页数:4
相关论文
共 6 条
[1]   Spam! [J].
Cranor, LF ;
LaMacchia, BA .
COMMUNICATIONS OF THE ACM, 1998, 41 (08) :74-83
[2]   Support vector machines for spam categorization [J].
Drucker, H ;
Wu, DH ;
Vapnik, VN .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1999, 10 (05) :1048-1054
[3]  
Kolcz A., 2009, J MULTIMEDIA, V4, P48
[4]  
Nanl A. D., 1977, J ROYAL STAT SOC B, V39, P1238
[5]  
Rissanen J., 1998, ANN STAT, V11, P417
[6]  
Xia L., 2008, PATTERN RECOGN, V2, P484