Identifying Chinese E-Mail Documents’ Authorship for the Purpose of Computer Forensic

作者: Jianbin Ma , Ying Li , Guifa Teng

DOI: 10.1007/978-3-540-69304-8_25

关键词:

摘要: Nowadays, computer crimes involving e-mail increases rapidly. To prevent these phenomena from happening, the authorship identification methods for Chinese documents were described in this paper, which could provide evidence purpose of forensic. The theoretical framework was presented. Various style features including linguistic features, structural characteristics and format analyzed. support vector machine algorithm used learning algorithm. validate methods, experiments made on limited dataset. results satisfying, proved that effective feasible to apply

参考文章(10)
George M. Mohay, Malcolm W. Corney, Olivier de Vel, Alison M. Anderson, Multi-Topic E-mail Authorship Attribution Forensics Proceedings ACM Conference on Computer Security - Workshop on Data Mining for Security Applications. ,(2001)
PJ Sallis, SG MacDonell, AR Gray, RI Kilgour, G MacLennan, IDENTIFIED: software authorship analysis with case-based reasoning AUT University. ,(1998)
Yuta Tsuboi, None, Authorship identification for heterogeneous documents Nara Institute of Science and Technology. ,(2002)
Ivan Krsul, Eugene H. Spafford, Refereed paper: Authorship analysis: identifying the author of a program Computers & Security. ,vol. 16, pp. 233- 257 ,(1997) , 10.1016/S0167-4048(97)00005-9
Yiming Yang, An Evaluation of Statistical Approaches to Text Categorization Information Retrieval. ,vol. 1, pp. 69- 90 ,(1999) , 10.1023/A:1009982220290
Jiexun Li, Hsinchun Chen, Rong Zheng, Zan Huang, A framework for authorship identification of online messages: Writing-style features and classification techniques Journal of the Association for Information Science and Technology. ,vol. 57, pp. 378- 393 ,(2006) , 10.1002/ASI.V57:3
Olivier de Vel, Mining E-mail Authorship ,(2000)
A. Abbasi, Hsinchun Chen, Applying authorship analysis to extremist-group Web forum messages IEEE Intelligent Systems. ,vol. 20, pp. 67- 75 ,(2005) , 10.1109/MIS.2005.81