The arrival of big data era has brought new opportunities and challenges to the development of various industries in China.The explosive growth of commercial bank data has brought great pressure on internal audit.The ...The arrival of big data era has brought new opportunities and challenges to the development of various industries in China.The explosive growth of commercial bank data has brought great pressure on internal audit.The key audit of key products limited to key business areas can no longer meet the needs.It is difficult to find abnormal and exceptional risks only by sampling analysis and static analysis.Exploring the organic integration and business processing methods between big data and bank internal audit,Internal audit work can protect the stable and sustainable development of banks under the new situation.Therefore,based on fuzzy set theory,this paper determines the membership degree of audit data through membership function,and judges the risk level of audit data,and builds a risk level evaluation system.The main features of this paper are as follows.First,it analyzes the necessity of transformation of the bank auditing in the big data environment.The second is to combine the determination of the membership function in the fuzzy set theory with the bank audit analysis,and use the model to calculate the corresponding parameters,thus establishing a risk level assessment system.The third is to propose audit risk assessment recommendations,hoping to help bank audit risk management in the big data environment.There are some shortcomings in this paper.First,the amount of data acquired is not large enough.Second,due to the lack of author’knowledge,there are still some deficiencies in the analysis of audit risk of commercial banks.展开更多
Over the past decade the world banking industry has grown significantly and this has led to increasing sophistication and complexity in its practices.The industry has been affected by changes in the way in which it is...Over the past decade the world banking industry has grown significantly and this has led to increasing sophistication and complexity in its practices.The industry has been affected by changes in the way in which it is regulated and supervised,by changes in the nature of its products,by the way in which individual bank manages its own affairs and controls its assets and by the way in which it accounts to the outside world for its activities.These changes have probably been of more significance than those experienced in any other industry over the past few years.Hong Kong which is one of the foremost financial centres of the world,has experienced all of these changes,probably to a greater extent than most other parts of the world.Hong Kong is one of the world’s major international banking centres and has a thriving domestic banking community.There is a need to review our banking practices and their accounting and auditing implications.The BCCI and BCCHK events happened in mid—1991 should trigger us to further reassess the role of auditor(both external and internal)in this ever changing and fast moving industry in co—operation with local authorities such as the Banking Commission,Department of Monetary Affairs and Security Commission.A number of investigations and articles on the role of bank auditors have been done and written,these include the study of challenges faced by bank auditors in today’s environment (Seidman,1987),the examination of the changing role of the bank audit committee(Haugh and Bradley,1987)and new risks faced by bank auditors (Clark,1987).In this paper,we will try to identify some of the common problems which might have caused the banking crisis.We will examine the role of auditor and try to establish the responsibilities of auditor when performing an audit task in a banking environment with the view to reducing the chance of the crisis happening again,if not eliminated completely.The regulatory body will still be the Banking Commission,while auditor will assume a supporting role in the banking monitoring and reguatory functions.展开更多
基金This research work is implemented at the 2011 Collaborative Innovation Center for Development and Utilization of Finance and Economics Big Data Property,Universities of Hunan ProvinceHunan Provincial Key Laboratory of Big Data Science and Technology,Finance and Economics+3 种基金Key Laboratory of Information Technology and Security,Hunan Provincial Higher Education.This research is funded by the Open Foundation for the University Innovation Platform in the Hunan Province,grant number 18K103Open Project(Grant Nos.20181901CRP03,20181901CRP04,20181901CRP05)Hunan Provincial Education Science 13th Five-Year Plan(Grant No.XJK016BXX001)Social Science Foundation of Hunan Province(Grant No.17YBA049).
文摘The arrival of big data era has brought new opportunities and challenges to the development of various industries in China.The explosive growth of commercial bank data has brought great pressure on internal audit.The key audit of key products limited to key business areas can no longer meet the needs.It is difficult to find abnormal and exceptional risks only by sampling analysis and static analysis.Exploring the organic integration and business processing methods between big data and bank internal audit,Internal audit work can protect the stable and sustainable development of banks under the new situation.Therefore,based on fuzzy set theory,this paper determines the membership degree of audit data through membership function,and judges the risk level of audit data,and builds a risk level evaluation system.The main features of this paper are as follows.First,it analyzes the necessity of transformation of the bank auditing in the big data environment.The second is to combine the determination of the membership function in the fuzzy set theory with the bank audit analysis,and use the model to calculate the corresponding parameters,thus establishing a risk level assessment system.The third is to propose audit risk assessment recommendations,hoping to help bank audit risk management in the big data environment.There are some shortcomings in this paper.First,the amount of data acquired is not large enough.Second,due to the lack of author’knowledge,there are still some deficiencies in the analysis of audit risk of commercial banks.
文摘Over the past decade the world banking industry has grown significantly and this has led to increasing sophistication and complexity in its practices.The industry has been affected by changes in the way in which it is regulated and supervised,by changes in the nature of its products,by the way in which individual bank manages its own affairs and controls its assets and by the way in which it accounts to the outside world for its activities.These changes have probably been of more significance than those experienced in any other industry over the past few years.Hong Kong which is one of the foremost financial centres of the world,has experienced all of these changes,probably to a greater extent than most other parts of the world.Hong Kong is one of the world’s major international banking centres and has a thriving domestic banking community.There is a need to review our banking practices and their accounting and auditing implications.The BCCI and BCCHK events happened in mid—1991 should trigger us to further reassess the role of auditor(both external and internal)in this ever changing and fast moving industry in co—operation with local authorities such as the Banking Commission,Department of Monetary Affairs and Security Commission.A number of investigations and articles on the role of bank auditors have been done and written,these include the study of challenges faced by bank auditors in today’s environment (Seidman,1987),the examination of the changing role of the bank audit committee(Haugh and Bradley,1987)and new risks faced by bank auditors (Clark,1987).In this paper,we will try to identify some of the common problems which might have caused the banking crisis.We will examine the role of auditor and try to establish the responsibilities of auditor when performing an audit task in a banking environment with the view to reducing the chance of the crisis happening again,if not eliminated completely.The regulatory body will still be the Banking Commission,while auditor will assume a supporting role in the banking monitoring and reguatory functions.
