Research on financial risk evaluation system of media listed enterprises based on BP neural network

Based on the BP neural network model, this paper selects 27 financial indicators as the input layer indicators of the BP neural network model. Combined with the characteristics of the media industry, the Z-score method is used to establish the output layer indicators of the BP neural network. A MATLAB simulation experiment is conducted to verify the feasibility, effectiveness and rationality of the established model. The results show that the BP neural network model has good simulation effect and can be used to predict the financial risk of media enterprises.

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Publication Details

Published
2025-03-28
DOI
https://doi.org/10.1145/3745238.3745499
Primary Topic
Wireless Sensor Networks and IoT
Type
article
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0.00
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Research on financial risk evaluation system of media listed enterprises based on BP neural network

W. Y. Chen, H. Y. Mark Liao
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Wireless Sensor Networks and IoT
article

Research on financial risk evaluation system of media listed enterprises based on BP neural network

W. Y. Chen, H. Y. Mark Liao
article en

Abstract

Based on the BP neural network model, this paper selects 27 financial indicators as the input layer indicators of the BP neural network model. Combined with the characteristics of the media industry, the Z-score method is used to establish the output layer indicators of the BP neural network. A MATLAB simulation experiment is conducted to verify the feasibility, effectiveness and rationality of the established model. The results show that the BP neural network model has good simulation effect and can be used to predict the financial risk of media enterprises.

Openalex Percentile: Top 78%
Wireless Sensor Networks and IoT
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Research on financial risk evaluation system of media listed enterprises based on BP neural network — W. Y. Chen, H. Y. Mark Liao · (2025) | TGRS Research Map | TGRS