Abstract
The current financing risk identification model only identifies according to the financial situation of enterprises. The limitations of risk indicators affect the accuracy of identification, and have great limitations for enterprises in different industries. In view of the above problems, this paper will study and build an enterprise strategic financing risk identification model based on online learning. After analyzing the causes of enterprise strategic financing risk, the financing risk identification index system is designed. Based on the structure of impulse neural network, the risk identification model is constructed by using online learning algorithm. The model test results show that the minimum identification accuracy of the model is 92.4%, which has a good risk identification effect for enterprises in different industries.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Song, R., Dong, L.: Early warning of financing risks of intellectual property pledge in artificial intelligence enterprises based on fuzzy FMEA-VIKOR. Fuzzy Syst. Math. 35(05), 106–117 (2021)
Geng, C., Li, X.: Financing risk prediction of science and technology enterprises based on sample weighted SVM model. Indust. Technol. Econ. 39(07), 56–64 (2020)
Xing, M., Dong, X.: Research on risk assessment of intellectual property pledge financing for small and medium-sized technological enterprises: Based on the perspective of supply chain finance. Sci. Technol. Manag. Res. 40(18), 196–202 (2020)
Liu, Z., Li, H., Wang, L.: A study on the early warning mode of financing risk of pledge of intellectual property based on FMEA method. On Econ. Prob. 02, 58–66 (2020)
Wen, C., Yang, X., Zhang, J., et al.: Deep learning optimization algorithm based on momentum term separation. Comput. Simulat. 39(02), 337–342 (2022)
Gu, L., Zhang, C., Wu, T.: Financing risk assessment of major water conservancy PPP projects based on cloud model. Yellow River 43(11), 116–121 (2021)
Xu, K., Zhang, C., Bao, X.: Analysis on the risk formation mechanism of supply chain financing based on the self-owned funds of E-commerce platform. Chin. J. Syst. Sci. 29(02), 100–104+115 (2021)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Ethics declarations
Fund Project
Jiangsu University “Qinglan Project” Outstanding Young Backbone Teacher Training Project; Wuxi Commercial Vocational and Technical College provincial and ministerial-level and above subject cultivation project (KJXJ21602); Wuxi Commercial Vocational and Technical College doctoral research start-up project (RS18BS03); Wuxi Commercial Vocational and Technical College “Eagle Program” training project (RS21CY04).
Rights and permissions
Copyright information
© 2023 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Zou, X., Yuan, H. (2023). Risk Identification Model of Enterprise Strategic Financing Based on Online Learning. In: Fu, W., Yun, L. (eds) Advanced Hybrid Information Processing. ADHIP 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 468. Springer, Cham. https://doi.org/10.1007/978-3-031-28787-9_52
Download citation
DOI: https://doi.org/10.1007/978-3-031-28787-9_52
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-28786-2
Online ISBN: 978-3-031-28787-9
eBook Packages: Computer ScienceComputer Science (R0)