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<p>Financial sharing platform provides data support for big data auditing. This paper first describes the financial shared service model and big data auditing and then focuses on the application of big data visualization technology in auditing based on the application principle of big data technology in auditing. Secondly, a visualization method based on a deep confidence network to extract data features is proposed. The DBN network is trained on audit data, the DBN method is used to extract data feature values, and the feature results are presented after dimensionality reduction processing. Finally, the implementation process of big data audit based on the financial shared service model is determined. The audit analysis of SOE B is performed by using the visual analysis technology of big data. The audit results are as follows: The proportion of state-owned enterprise B’s construction project business to the current year’s revenue increases slightly year by year, decreases significantly in 2019, and resumes rapid growth in 2021. The annual net profit increased by 153.17% compared with the previous year’s net profit.</p>
</abstract>

Financial sharing platform provides data support for big data auditing. This paper first describes the financial shared service model and big data auditing and then focuses on the application of big data visualization technology in auditing based on the application principle of big data technology in auditing. Secondly, a visualization method based on a deep confidence network to extract data features is proposed. The DBN network is trained on audit data, the DBN method is used to extract data feature values, and the feature results are presented after dimensionality reduction processing. Finally, the implementation process of big data audit based on the financial shared service model is determined. The audit analysis of SOE B is performed by using the visual analysis technology of big data. The audit results are as follows: The proportion of state-owned enterprise B’s construction project business to the current year’s revenue increases slightly year by year, decreases significantly in 2019, and resumes rapid growth in 2021. The annual net profit increased by 153.17% compared with the previous year’s net profit.

Research on big data audit based on financial shared service model

Guangdong University of Science and Technology

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

{"article-title":"Research on big data audit based on financial shared service model"}

Financial sharing platform provides data support for big data auditing. This paper first describes the financial shared service model and big data auditing and...

Research on big data audit based on financial shared service model

Online veröffentlicht: 11. Okt. 2023

Seitenbereich: -

Eingereicht: 23. Dez. 2022

Akzeptiert: 21. Apr. 2023

DOI: https://doi.org/10.2478/amns.2023.2.00604

Schlüsselwörter
Financial shared services, Big data auditing, Deep confidence networks, Visualization techniques, Data features

© 2023 Xiaoyun Yan, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Research on big data audit based on financial shared service model

Online veröffentlicht: 11. Okt. 2023

Seitenbereich: -

Eingereicht: 23. Dez. 2022

Akzeptiert: 21. Apr. 2023

DOI: https://doi.org/10.2478/amns.2023.2.00604

SchlüsselwörterFinancial shared services, Big data auditing, Deep confidence networks, Visualization techniques, Data features

© 2023 Xiaoyun Yan, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Schlüsselwörter
Financial shared services, Big data auditing, Deep confidence networks, Visualization techniques, Data features