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Integration and Development of Enterprise Internal Audit and Big Data Based on Data Mining Technology

Auditing based on big data is the trend in the future audit development. First, the technical environment provides a technical support platform for continuous auditing. Through the development of information technology to promote the merger between financial services, the company's business ope...

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Detalles Bibliográficos
Autor principal: Nan, Nan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9054413/
https://www.ncbi.nlm.nih.gov/pubmed/35498211
http://dx.doi.org/10.1155/2022/8138046
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author Nan, Nan
author_facet Nan, Nan
author_sort Nan, Nan
collection PubMed
description Auditing based on big data is the trend in the future audit development. First, the technical environment provides a technical support platform for continuous auditing. Through the development of information technology to promote the merger between financial services, the company's business operations have been digitized, and the original paper audit is also facing changes. This article aims to study the integration and development of enterprise internal audit and big data based on data mining technology. To this end, this article proposes a big data audit system, improves and optimizes the clustering algorithm (key algorithm) of data mining, and designs experiments and analysis to explore its related effects and improved performance, so that it can be more suitable for the research topic. The experimental results of this article show that the improved big data audit system improves the resource perfection of internal audit by 17.4%. The improved algorithm's accuracy rate has increased by 31.4%, and the best clustering ability has also been improved by 20.7%, which can be well applied to the company's internal audit.
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spelling pubmed-90544132022-04-30 Integration and Development of Enterprise Internal Audit and Big Data Based on Data Mining Technology Nan, Nan Comput Intell Neurosci Research Article Auditing based on big data is the trend in the future audit development. First, the technical environment provides a technical support platform for continuous auditing. Through the development of information technology to promote the merger between financial services, the company's business operations have been digitized, and the original paper audit is also facing changes. This article aims to study the integration and development of enterprise internal audit and big data based on data mining technology. To this end, this article proposes a big data audit system, improves and optimizes the clustering algorithm (key algorithm) of data mining, and designs experiments and analysis to explore its related effects and improved performance, so that it can be more suitable for the research topic. The experimental results of this article show that the improved big data audit system improves the resource perfection of internal audit by 17.4%. The improved algorithm's accuracy rate has increased by 31.4%, and the best clustering ability has also been improved by 20.7%, which can be well applied to the company's internal audit. Hindawi 2022-04-22 /pmc/articles/PMC9054413/ /pubmed/35498211 http://dx.doi.org/10.1155/2022/8138046 Text en Copyright © 2022 Nan Nan. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Nan, Nan
Integration and Development of Enterprise Internal Audit and Big Data Based on Data Mining Technology
title Integration and Development of Enterprise Internal Audit and Big Data Based on Data Mining Technology
title_full Integration and Development of Enterprise Internal Audit and Big Data Based on Data Mining Technology
title_fullStr Integration and Development of Enterprise Internal Audit and Big Data Based on Data Mining Technology
title_full_unstemmed Integration and Development of Enterprise Internal Audit and Big Data Based on Data Mining Technology
title_short Integration and Development of Enterprise Internal Audit and Big Data Based on Data Mining Technology
title_sort integration and development of enterprise internal audit and big data based on data mining technology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9054413/
https://www.ncbi.nlm.nih.gov/pubmed/35498211
http://dx.doi.org/10.1155/2022/8138046
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