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

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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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  -