Risk Identification Model of Enterprise Strategic Financing Based on Online Learning

被引：0

作者：

Zou, Xiang ^{[1
]}

Yuan, Huishu ^{[2
]}

机构：

[1] Wuxi Vocat Inst Commerce, Sch Accounting & Finance, Wuxi 214153, Peoples R China

[2] Univ Elect Sci & Technol China, Chengdu Coll, Chengdu 611731, Peoples R China

来源：

ADVANCED HYBRID INFORMATION PROCESSING, ADHIP 2022, PT I | 2023年 / 468卷

关键词：

Online learning; Enterprise strategic financing; Financing risk; Risk identification; Risk matrix; Impulse neural network;

D O I：

10.1007/978-3-031-28787-9_52

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

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.

引用

页码：702 / 714

页数：13

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