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.
Authors
- Pengshuai Liu (ORCID: https://orcid.org/0000-0001-9238-0490)
- Yong-Juan LI
- Jieli Sun
- Jianjun Wang (ORCID: https://orcid.org/0000-0003-3375-8179)
Institutions
- China Institute Of Communications (CN)
- China United Network Communications Group (China) (CN)
Publication Details
- Published
- 2024-12-13
- DOI
- https://doi.org/10.1145/3724154.3724350
- Primary Topic
- Risk and Safety Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00