数据挖掘技术在审计风险评估过程中的应用研究

Junfeng Yan, Xiaoxin Wang, Binrong Wang, Y. Zhang
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引用次数: 1

摘要

在信息时代,企业的内外部环境发生了巨大的变化。面对来自各方面的海量数据,找出审计中的疑点已成为当前审计工作中的一个难点。然而,信息技术的发展给审计带来了机遇。数据挖掘技术和适用的数据挖掘算法的应用有助于审计风险评估过程的顺利进行。本文首先阐述了数据挖掘技术在风险评估中的优势,然后列举了数据挖掘技术在风险评估中的实现步骤,最后通过实例说明了聚类算法在风险评估中的应用过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Application of Data Mining Technology in Risk Assessment Process of Audit
In the information age, great changes have taken place in the internal and external environment of enterprises. In the face of huge data from all sides, it has become a difficult point in the current audit work to find out the doubtful points in the audit. However, the development of information technology brings an opportunity to audit. The application of data mining technology and applicable data mining algorithm can help the smooth progress of risk assessment process in audit. This paper first expounds the advantages of data mining technology in risk assessment, then lists its implementation procedures in risk assessment, and finally gives an example to illustrate the application process of clustering algorithm in risk assessment.
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