The Research on Information System Project Performance Evaluation Based on Fuzzy Neural Network

被引：0

作者：

Yu, Benhai ^{[1
]}

Zhang, Jiniong ^{[1
]}

Wei, Siying ^{[1
]}

Cong, Guodong ^{[1
]}

Zhang, Dongfeng ^{[1
]}

Chen, Tao ^{[1
]}

机构：

[1] Huazhong Univ Sci & Technol, Sch Management, Wuhan 430074, Peoples R China

来源：

2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15 | 2007年

关键词：

IS project performance; IS project evaluation; Fuzzy Neural Network; IS project management;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Satisfactory results of IS project performance evaluation depend on the perfection of the project performance evaluation index system and the accuracy of the evaluation model. This paper analyzes the relationship between IS project performance and project organization, project characteristics and in it an IS project performance evaluation system is constructed. By improving the traditional Fuzzy Neural Network (FNN) and introducing Levenberg-Marquart. optimal algorithm into the network, we establish a new Fuzzy Neural Network (NFNN). As a result, comparative analysis of it is found that the NFNN has less error and it is closer to reality.

引用

页码：6170 / 6174

页数：5

共 50 条

[21] Research on risk evaluation model of project financing based on neural network
Guolin, Duan
[J]. PROCEEDINGS OF 2007 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES, VOLS 1 AND 2, 2007, : 1072 - 1076
[22] The application of Artificial Neural Network in economic performance evaluation of Information System
Yuan JianLin
[J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON RISK MANAGEMENT & ENGINEERING MANAGEMENT, VOLS 1 AND 2, 2008, : 839 - 843
[23] Research on a Vibrating Mill Control System Based on a Fuzzy Neural Network
ZHANG Jin-hua
[J]. International Journal of Plant Engineering and Management, 2010, 15 (03) : 164 - 170
[24] The Research on the Fault Diagnosis for Boiler System Based on Fuzzy Neural Network
Zhao, Yawei
Chen, Liang
Yang, Qing
[J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 8552 - 8556
[25] Research on the Fault Diagnosis for Boiler System based on Fuzzy Neural Network
Yu Yang
Chen Liang
Yang Qing
Zhao Yawei
[J]. 2009 WRI WORLD CONGRESS ON SOFTWARE ENGINEERING, VOL 2, PROCEEDINGS, 2009, : 128 - 132
[26] Research on Performance Evaluation Method Based on Neural Network Algorithm
Zheng, Xie
[J]. 2016 INTERNATIONAL CONFERENCE ON SMART CITY AND SYSTEMS ENGINEERING (ICSCSE), 2016, : 524 - 526
[27] Evaluation of Scientific Research Ability of Scientific Research Staff Based on Fuzzy Neural Network
Yan, Xiaofeng
Zhao, Jie
[J]. 2018 IEEE 3RD INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA ANALYSIS (ICCCBDA), 2018, : 126 - 130
[28] Research on the diagnosis of R&D project termination based on fuzzy neural network
Dong, JR
[J]. PROCEEDINGS OF 2002 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS I AND II, 2002, : 392 - 396
[29] An analysis system on network performance evaluation based on fuzzy rule
Wu Chenwen
[J]. ICCSE'2006: Proceedings of the First International Conference on Computer Science & Education: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2006, : 606 - 609
[30] Research on the Evaluation System of Fire Fighting Information Based on Fuzzy Comprehensive Evaluation
Ma Jinqiang
[J]. 2016 2ND INTERNATIONAL CONFERENCE ON MECHANICAL, ELECTRONIC AND INFORMATION TECHNOLOGY ENGINEERING (ICMITE 2016), 2016, : 250 - 253

← 1 2 3 4 5 →