Proceedings of the 2015 International Conference on Computer Science and Intelligent Communication

Software Risk Assessment Method based on Fuzzy Neural Network

Authors
Hua Wang, Ben Wang, Longyong You, Wentong Zhang
Corresponding Author
Hua Wang
Available Online July 2015.
DOI
10.2991/csic-15.2015.38How to use a DOI?
Keywords
Software risk assessment, Principal components analysis, Assessment index, Fuzzy neural network
Abstract

With the development and improvement of technology and the progress of the theory of project management, software risk management plays a more and more important role in modern project management. In order to enhance the accuracy and objectivity of the software risk assessment, we propose a software project risk assessment method in this paper. By building a software risk assessment model, using principal components analysis for dimensionality reduction of multiple risk factors, and the fuzzy neural network is used to predict the total risk of the project. The simulation results show that, the method can effectively evaluate the risk of software project, has strong objectivity in combining the expertise at the same time, it can provide effective support for the risk management of the project, improve the success rate of software projects.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 International Conference on Computer Science and Intelligent Communication
Series
Advances in Computer Science Research
Publication Date
July 2015
ISBN
10.2991/csic-15.2015.38
ISSN
2352-538X
DOI
10.2991/csic-15.2015.38How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Hua Wang
AU  - Ben Wang
AU  - Longyong You
AU  - Wentong Zhang
PY  - 2015/07
DA  - 2015/07
TI  - Software Risk Assessment Method based on Fuzzy Neural Network
BT  - Proceedings of the 2015 International Conference on Computer Science and Intelligent Communication
PB  - Atlantis Press
SP  - 159
EP  - 162
SN  - 2352-538X
UR  - https://doi.org/10.2991/csic-15.2015.38
DO  - 10.2991/csic-15.2015.38
ID  - Wang2015/07
ER  -