The role of artificial intelligence in auditing and fraud detection in accounting information systems: moderating role of natural language processing

被引:1
|
作者
Qatawneh, Adel M. [1 ]
机构
[1] Al Zaytoonah Univ Jordan, Fac Business, Dept Accounting, Amman, Jordan
关键词
Accounting information system; Auditing; Analysis; Natural language processing; Artificial intelligence;
D O I
10.1108/IJOA-03-2024-4389
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose - This study aims to investigate the moderating role of natural language processing natural language processing (NLP) on the relationship between AI-empowered AIS (data gathering, data analysis, risk assessment, detection, prevention and Investigation) and auditing and fraud detection. Design/methodology/approach - Quantitative methodology was adapted through a questionnaire. In total, 221 individuals represented the population of the study, and SPSS was used to screen primary data. The study indicated the acceptance of the hypothesis that "Artificial Intelligence in AIS has a statistically significant influence on auditing and fraud detection," showing a strong correlation between auditing and fraud detection. The study concluded that NLP moderates the relationship between AI in AIS and auditing and fraud detection. Findings - The study's implications lie in its contribution to the development of theoretical models that explore the complementary attributes of AI and NLP in detecting financial fraud. Research limitations/implications - A cross-sectional design is a limitation. Practical implications - NLP is a useful tool for developing more efficient methods for detecting fraudulent activities and audit risks. Originality/value - The study's originality stems from its focus on the use of AI-empowered AIS, a relatively new technology that has the potential to significantly impact auditing and fraud detection processes within the accounting field.
引用
收藏
页数:19
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