The Global Organizational Behavior Analysis for Financial Risk Management Utilizing Artificial Intelligence

2022 ◽  
Vol 30 (7) ◽  
pp. 0-0

Enterprise financial risks are analyzed utilizing the theory of organizational behavior, and a financial risk management system is constructed to improve the design and algorithm of the enterprise risk management system. Base on the CCER (China Center for Economic Research) database, the early warning model for enterprise financial risk management containing five indices is proposed for enterprises. Through Logistic regression analysis, the design principle of the financial risk management system based on AI (Artificial Intelligence) technology is explained. The proposed system innovatively introduces the AI integrated learning method, optimizes objective function through XGBoost (eXtreme Gradient Boosting) algorithm, and trains the model through BP (Backpropagation) NN (Neural Network). Finally, following comparative analysis, the effectiveness of the proposed method is verified.

Author(s):  
A.A. Fathulin ◽  
N. A. Fathulina ◽  
S. N. Basova

The complexity of understanding the nature of risks, as well as the diversity of their types and manifestations, including financial risks, requires the use of a methodological approach to their classification. Classification of financial risks is of particular importance in the company's activities in order to effectively manage them. The article analyzes the concepts of "risk" and "uncertainty", and provides risk classifications for various reasons. It is concluded that it is possible to control and manage risks through comprehensive accounting and, accordingly, prevention of various types of threats and uncertainties in the company's activities.


2014 ◽  
Vol 14 (4) ◽  
pp. 575-586 ◽  
Author(s):  
Anson Wong

Purpose – This paper aims at highlighting the significance in developing non-financial risk management, emphasizing the need of managing environmental and social issues for enhancing corporate sustainability. Particularly, through discussing the implications of non-financial risk management, its benefits, opportunities and challenges will also be presented. Design/methodology/approach – Drawing on authoritative academic literature, reports of corporations’ studies, current articles and documents, the researcher has managed to examine and construe the development and implications of non-financial risk management. Findings – Several key findings are covered in this article. First of all, environmental and social concerns are usually being deemed as intangible issues that need to be properly articulated and managed by an effective non-financial risk management system for enhancing corporate sustainability. Second, through different interpretations of sustainability, links could be drawn for highlighting the significance of non-financial risk management and corporate sustainability. Third, by explaining the impacts from non-financial risk management to sustainable development and profits, the article has illustrated corporate sustainability as a clear business case for any corporation. Fourth, challenges are also portrayed for the effective management of non-financial risk management by corporations. Finally, and most importantly, the need of a systematic and strategic non-financial risk management system for helping businesses to be more competitive, thus, moving closer to sustainable development, is discussed in this paper. Originality/value – The contribution of the article is thought to be significant. Although there exists a wide body of research on sustainable development, risk management and corporate sustainability, there is limited insight into how the corporations can effectively conceptualize such intangible or non-financial risk in relation to sustainability. Integrating environmental and social risks is critical to the effective management of any corporation’s real risks, and to improve resources allocation in a sustainable fashion. This demands a systematic and strategic identification of issues through non-financial risk management. Most significantly, this article has shown the way this can be achieved by any corporation, and the concepts can be applied globally.


2021 ◽  
Vol 3 (4) ◽  
pp. 84-89
Author(s):  
I. Yu. SKLYAROV ◽  
◽  
Yu. M. SKLYAROVA ◽  
L. A. LATYSHEVA ◽  
◽  
...  

The article discusses the main ways and methods of financial risk management in a commercial bank. The main goal of financial risk management is to reduce financial losses through the implementation of certain methods, such as hedging, insurance, provisioning, etc. The current problem of financial risk management in the banking sector indicates the absence of an integral system of their management. To overcome critical situations and create an innovative risk management system in banking institutions, it is advisable to develop and implement new and more effective methods of banking risk management.


Author(s):  
M. Onischenko ◽  
O. Dutchenko ◽  
S. Shpitshuz

The article is devoted to the actual issues of providing economic security of the enterprise. Investigated the concept of economic security of the enterprise and its components have been analyzed. The article analyzes the international experience of ensuring economic security of enterprises. Risks and threats to the economic security of enterprises are classified and the stages of forming a financial risk management system are defined. The necessity of an integrated approach to ensuring economic security as a factor in the effective functioning of the enterprise is suggested. Keywords: economic security, enterprise, threats, classification of risks, financial risk management.


2021 ◽  
Vol 18 (4) ◽  
pp. 16-27
Author(s):  
E. Yu. Pertseva ◽  
V. Yu. Skobarev ◽  
E. E. Telenkov

In the context of the increasing role of non-financial factors of company value creation, many organizations, when developing a development strategy, go beyond exclusively financial and economic goals and include workplace safety, energy efficiency, customer satisfaction and other non-financial goals in their performance targets. Achieving such goals involves risks, but today there is no common understanding of the composition of the relevant risks, their sources (factors of occurrence), approaches to assessing these risks, as well as universal corporate tools for managing them. In this article, we offer our vision of the place of the so-called “non-financial risks” in the risk management system and show the possibilities of integrating non-financial risk management into the risk management system and the management model of the organization.


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