Proceedings of the Fifth Symposium of Risk Analysis and Risk Management in Western China (WRARM 2017)

Study on Financial Risk of Listed Companies in Large Data Industry--Taking the Electronic Information Industry as an Example

Authors
Zhi Ding, Cheng Luo
Corresponding Author
Zhi Ding
Available Online November 2017.
DOI
10.2991/wrarm-17.2017.59How to use a DOI?
Keywords
Large Data Industry; Financial Risk; Life Table Analysis; Multilayer perceptron Neural network
Abstract

Establishing the financial risk early-warning model of large data company is of great significance for the development of large data industry. This paper takes the electronic information industry as the representative's large data listed company as the sample, uses the Life table analysis and the multilayer perceptron neural network to the big data industry listed company's financial risk research. The results show that the big data industry listed companies are prone to financial crisis in the 2-8 years of listing, and 8 years later, the probability of financial crisis is small; the financial risk early warning model based on multilayer perceptron neural network has many predictive effects, and the prediction accuracy is more than 99%.

Copyright
© 2017, 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 Fifth Symposium of Risk Analysis and Risk Management in Western China (WRARM 2017)
Series
Advances in Intelligent Systems Research
Publication Date
November 2017
ISBN
978-94-6252-429-3
ISSN
1951-6851
DOI
10.2991/wrarm-17.2017.59How to use a DOI?
Copyright
© 2017, 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  - Zhi Ding
AU  - Cheng Luo
PY  - 2017/11
DA  - 2017/11
TI  - Study on Financial Risk of Listed Companies in Large Data Industry--Taking the Electronic Information Industry as an Example
BT  - Proceedings of the Fifth Symposium of Risk Analysis and Risk Management in Western China (WRARM 2017)
PB  - Atlantis Press
SP  - 338
EP  - 343
SN  - 1951-6851
UR  - https://doi.org/10.2991/wrarm-17.2017.59
DO  - 10.2991/wrarm-17.2017.59
ID  - Ding2017/11
ER  -