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

共 50 条

[31] The Application of Spiral Model in Enterprise Risk Management
Chen, Zhongwen
Hu, Yongxiang
PROCEEDINGS OF THE EIGHTH INTERNATIONAL CONFERENCE ON INFORMATION AND MANAGEMENT SCIENCES, 2009, 8 : 249 - 252
[32] Radar Emitter Identification under Transfer Learning and Online Learning
Feng, Yuntian
Cheng, Yanjie
Wang, Guoliang
Xu, Xiong
Han, Hui
Wu, Ruowu
INFORMATION, 2020, 11 (01)
[33] Study on Construction Project Financing Risk Assessment Model
Ma, Xin
Li, Huimin
Su, Chuanchuan
Li, Panwu
PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON CONSTRUCTION AND REAL ESTATE MANAGEMENT, VOLS 1-3, 2010, : 787 - 790
[34] An online learning model based on episode mining for workload prediction in cloud
Amiri, Maryam
Mohammad-Khanli, Leyli
Mirandola, Raffaela
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018, 87 : 83 - 101
[35] Research on online learning resource sharing model based on alliance chain
Zhao, Fengmei
2022 5TH INTERNATIONAL CONFERENCE ON BLOCKCHAIN TECHNOLOGY AND APPLICATIONS, ICBTA 2022, 2022, : 77 - 82
[36] Online Tensor-Based Learning Model for Structural Damage Detection
Anaissi, Ali
Suleiman, Basem
Zandavi, Seid Miad
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2021, 15 (06)
[37] Risk Identification, Assessments, and Prediction for Mega Construction Projects: A Risk Prediction Paradigm Based on Cross Analytical-Machine Learning Model
Banerjee Chattapadhyay, Debalina
Putta, Jagadeesh
Rao, Rama Mohan P.
BUILDINGS, 2021, 11 (04)
[38] A pragmatic and strategic approach to supporting staff in inclusive practices for online learning
Pearson, Elaine
Koppi, Tony
WHO'S LEARNING? WHOSE TECHNOLOGY?, PROCEEDINGS, VOLS 1 AND 2, 2006, : 639 - 646
[39] Risk identification model of aviation system based on text mining and risk propagation
Zhang, Han
Wang, Qiang
EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY, 2025, 27 (01):
[40] Risk Assessment Algorithm for Agricultural Value Chain Financing in Coastal Areas Based on HMM Model
Chen, Jing
JOURNAL OF COASTAL RESEARCH, 2020, : 42 - 46

← 1 2 3 4 5 →