Research on the evaluation of security risk for e-government information system

被引:0
作者
Liu, Ming-Sheng [1 ]
Sun, Shu-Jin [2 ]
Yin, Xiao-Hua [3 ]
机构
[1] Handan Coll, Handan 056005, Peoples R China
[2] Shijiazhuang Railway Inst, Informat Engn Dept, Shijiazhuang 050043, Peoples R China
[3] Hebei Acad Bldg Res, Engn Qual Ctr, Shijiazhuang 050021, Peoples R China
来源
PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2008年
关键词
wavelet neural network(WNN); risk assessment; e-government information system; weight;
D O I
10.1109/ICMLC.2008.4620625
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a Risk Assessment method which combines wavelet neural network (WNN) and entropy-grey correlation, creates a WNN model and has done simulation experiments by Matlab7.1. In addition, comparisons between WNN and other traditional estimation methods are made in terms of convergent speed, training precision and forecasting effect. The experiment results indicate that, with this method, subjective judgment in previous research is avoided effectively and the evaluation results are more scientific and reasonable. The study of the case shows that the method can be easily applied to the security risk assessment of e-government information system to produce objective results.
引用
收藏
页码:1404 / +
页数:3
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