J4

• Articles • Previous Articles     Next Articles

Research on standard sample generation system for email filtering

XU Xuan,DING Wei   

  1. Department of Computer Science, Southeast University, Nanjing 210096, Jiangsu, China
  • Received:2006-03-29 Revised:1900-01-01 Online:2006-10-24 Published:2006-10-24
  • Contact: XU Xuan

Abstract: Abstract: Lack of standard Chinese mail dataset, the performance of various Spamfilter systems can't be evaluated. The further research on the issue concerning the standard sample generation is made, through analyzing the problems on the collection of email samples. Meanwhile, the design of a standard sample generation system applied in real environment is given. A standard email dataset for evaluating the email filter system is provided, and will be finally developed to be a base corpus of email filtering technique.

Key words: fuzzy comprehensive judgment , email filtering, spam, standard sample generation system

[1] ZHANG Peng, WANG Su-ge, LI De-yu, WANG Jie. A semi-supervised spam review classification method based on heuristic rules [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2017, 52(7): 44-51.
[2] LI Run-chuan, ZAN Hong-ying, SHEN Sheng-ya, BI Yin-long, ZHANG Zhong-jun. Spam messages identification based on multi-feature fusion [J]. JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE), 2017, 52(7): 73-79.
[3] DONG Yuan1, XU Ya-bin1,2*, LI Zhuo1,2, LI Yan-ping1. Research on spam identification based on social computing and machine learning [J]. J4, 2013, 48(7): 72-78.
[4] YU Ran 1,2, LIU Chun-yang3*, JIN Xiao-long 1, WANG Yuan-zhuo 1, CHENG Xue-qi 1. Chinese spam microblog filtering based on the fusion of
multi-angle features
[J]. J4, 2013, 48(11): 53-58.
[5] PENG Qing-xi, QIAN Tie-yun. Store review spam detection based on quantitative sentiment [J]. J4, 2013, 48(11): 66-72.
[6] TANG Du-yu1, WANG Da-liang2, ZHAO Kai2, QIN Bing1, LIU Ting1. Automobile domain oriented spam detection [J]. J4, 2012, 47(3): 43-46.
[7] LI Zhi-chao, YU Hui-jia, LIU Yi-qun, MA Shao-ping. A survey of web spam and anti-spam techniques [J]. J4, 2011, 46(5): 1-8.
[8] JIANG Sheng-yi1, PANG Guan-song2, ZHANG Jian-jun3. Research on spam detection techniques based on clustering [J]. J4, 2011, 46(5): 71-76.
[9] HUANG Tao,XIE Rong . SPAM filtering and its realization [J]. J4, 2007, 42(9): 80-83 .
[10] XU Yang-yang,YUAN Hua . The advertisement spam image filtering method based on image content [J]. J4, 2006, 41(3): 37-41 .
[11] LIU Hui,MA Jun,LEI Jing-sheng,LIAN Li . Research on email filtering by the frequency of the terms in character fields [J]. J4, 2006, 41(3): 50-53 .
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!