Research And Application of E-government Evaluation Model Based on BP Neural Network

被引:0
|
作者
Wei, Hengyi [1 ]
Sun, Baocheng [1 ]
Zhang, Li [1 ]
Jing, Mingming [1 ]
Zeng Ming [2 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian 710049, Peoples R China
[2] Xi An Jiao Tong Univ, Software Engn Sch, Xian, Peoples R China
关键词
E-government evaluation; Analytical Hierarchy Process; Fuzzy comprehensive evaluation; BP neural network;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In the field of E-government evaluation, learning from the Balanced Scorecard, an index system is established which takes into account of various factors, including capital investment, website construction and application effect. The analytical hierarchy process and fuzzy comprehensive evaluation (AHP-FCE) model has a limitation of application scope, because it's difficult to quickly construct the consistency pairwise comparison matrix when the number of evaluation objects is large. So this paper introduces an E-government evaluation model based on BP neural network. Computational experiments performed on randomly generated instances show that the proposed model can be used to solve large number of evaluation objects and has proved to be superior with other similar models.
引用
收藏
页码:459 / 463
页数:5
相关论文
共 50 条
  • [1] Evaluative research into E-government sites based on BP neural network
    Liang, Ying
    Ju, Chun Hua
    Liu, Dong Sheng
    [J]. DCABES 2006 PROCEEDINGS, VOLS 1 AND 2, 2006, : 888 - 893
  • [2] Application of DM in E-Government Based on Combined Grey Neural Network
    Qu Zhiming
    [J]. ICIM: 2009 INTERNATIONAL CONFERENCE ON INNOVATION MANAGEMENT, PROCEEDINGS, 2009, : 51 - 54
  • [3] A kind of E-government website evaluation method based on Neural Network
    Ju, Chun Hua
    Liang, Ying
    Liu, Dong Sheng
    [J]. ICEBE 2006: IEEE INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING, PROCEEDINGS, 2006, : 407 - +
  • [4] Research on e-Government evaluation model based on the principal component analysis
    Shan, Siqing
    Wang, Li
    Wang, Jing
    Hao, Yi
    Hua, Fan
    [J]. INFORMATION TECHNOLOGY & MANAGEMENT, 2011, 12 (02): : 173 - 185
  • [5] Research on e-Government evaluation model based on the principal component analysis
    Siqing Shan
    Li Wang
    Jing Wang
    Yi Hao
    Fan Hua
    [J]. Information Technology and Management, 2011, 12 : 173 - 185
  • [6] VPLS Technology Research and Application in the Architectures of E-Government Network
    Peng, Jiezhao
    [J]. ICMECG: 2009 INTERNATIONAL CONFERENCE ON MANAGEMENT OF E-COMMERCE AND E-GOVERNMENT, PROCEEDINGS, 2009, : 105 - 107
  • [7] Research on the Teaching Evaluation Model Based on BP Neural Network
    Zhang, Xi
    Gan, Xianggen
    Wu, Ren
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING AND INFORMATION TECHNOLOGY APPLICATIONS, 2015, 28 : 165 - 169
  • [8] Research on the Application of Adaptive Matching Tracking Algorithm Fused with Neural Network in the Development of E-Government
    Lv, Peian
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [9] Evaluation on E-government Websites Based on Rough Set and Genetic Neural Network Algorithm
    Luo, Dang
    Shi, Yanan
    [J]. THIRD INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND COMPUTATIONAL TECHNOLOGY (ISCSCT 2010), 2010, : 124 - 128
  • [10] Research on role-network model for E-Government Affairs
    Han, SJ
    Wang, N
    Yu, M
    [J]. ITCC 2005: International Conference on Information Technology: Coding and Computing, Vol 2, 2005, : 438 - 442