Research on Enterprise Risk Assessment Method Based on Deep Learning

In the process of transforming from traditional industries to new situation industries and the adjustment of the industrial chain, enterprises are facing various risks. At present, the enterprise risk assessment is still based on the financial data, and there are few studies focusing on the text type data. Therefore, how to build enterprise risk assessment model and judge enterprise risk situation according to text data is the main challenge in the field of enterprise risk assessment. This paper focus on enterprise risk assessment method based on deep learning from the enterprise internal factors and external factors of two aspects of text data, and combined with enterprise text data, to verify the effectiveness of the method.

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Published
2024-12-13
DOI
https://doi.org/10.1145/3724154.3724350
Primary Topic
Risk and Safety Analysis
Type
article
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Research on Enterprise Risk Assessment Method Based on Deep Learning

Pengshuai Liu, Yong-Juan LI, Jieli Sun, Jianjun Wang
Risk and Safety Analysis
article

Research on Enterprise Risk Assessment Method Based on Deep Learning

Pengshuai Liu, Yong-Juan LI, Jieli Sun, Jianjun Wang
article en

Abstract

In the process of transforming from traditional industries to new situation industries and the adjustment of the industrial chain, enterprises are facing various risks. At present, the enterprise risk assessment is still based on the financial data, and there are few studies focusing on the text type data. Therefore, how to build enterprise risk assessment model and judge enterprise risk situation according to text data is the main challenge in the field of enterprise risk assessment. This paper focus on enterprise risk assessment method based on deep learning from the enterprise internal factors and external factors of two aspects of text data, and combined with enterprise text data, to verify the effectiveness of the method.

China Institute Of Communications (CN), China United Network Communications Group (China) (CN)
Openalex Percentile: Top 72%
Risk and Safety Analysis
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