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
收藏
页码：702 / 714
页数：13
相关论文
共 50 条
  • [31] Enterprise Financing Modeling Based on Information Asymmetry
    Xu Kun
    Yang Yi
    ENTERPRISE GROWS IN SUSTAINING EFFICIENCY AND EFFECTIVENESS, CONFERENCE PROCEEDINGS, 2009, : 782 - 787
  • [32] Developing a Risk Management Model for Modern Enterprise Financing: Insights from the Digital Health Sector
    Li, Xianhe
    Journal of Commercial Biotechnology, 2024, 29 (06) : 24 - 35
  • [33] Enterprise Economic Risk Early Warning Model Based on Deep Learning and Association Rule Mining
    Qiao, Pingping
    Xu, Chumeng
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (09) : 1212 - 1218
  • [34] Establishment of a Mathematical Model for Enterprise Credit Risk Recognition and Rating Based on Hybrid Learning Algorithms
    Li, Baisong
    Li, Huiyu
    Gong, Mengmeng
    2019 INTERNATIONAL CONFERENCE ON ADVANCED ELECTRONIC MATERIALS, COMPUTERS AND MATERIALS ENGINEERING (AEMCME 2019), 2019, 563
  • [35] ENTERPRISE RISK MANAGEMENT: STRATEGIC ANTECEDENTS, RISK INTEGRATION, AND PERFORMANCE
    Lin, Yijia
    Wen, Min-Ming
    Yu, Jifeng
    NORTH AMERICAN ACTUARIAL JOURNAL, 2012, 16 (01) : 1 - 28
  • [36] Bayesian network based risk probability identification for virtual enterprise
    Huang, M
    Xu, F
    Wang, Q
    Wang, XW
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1 AND 2: INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT IN THE GLOBAL ECONOMY, 2005, : 349 - 351
  • [37] Regional Private Financing Risk Index Model Based on Private Financing Big Data
    Zhao, Jingfeng
    Li, Bo
    FRONTIERS IN PSYCHOLOGY, 2022, 13
  • [38] An Adaptive Weighted Bagging Ensemble Learning Model for Zombie Enterprise Identification
    Dong, Xiaorui
    Duan, Hongke
    Wang, Tianshuo
    Liu, Qingqing
    PROCEEDINGS OF 2020 IEEE 10TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC 2020), 2020, : 273 - 276
  • [39] A small and medium enterprise financing efficiency analyzing method based on an improved DEA model
    Feng, Yuan
    Open Cybernetics and Systemics Journal, 2015, 9 (01): : 1294 - 1299
  • [40] Enterprise strategic plan: Service business model
    Maldynova, Aizhana, V
    Osmanov, Zhasym D.
    Smagulova, Nyailya T.
    Baigelova, Aigul N.
    Orazgaliyeva, Elmaira B.
    BUSINESS STRATEGY AND DEVELOPMENT, 2023, 6 (01): : 101 - 116
12345