<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Based on big data technology, this paper designs a digital management system for the whole process of financial reimbursement and gives the automatic transformation process of digitalization of financial reimbursement claims and accounting documents. In the K-Means algorithm, the AHC algorithm idea is introduced to construct the DH-K-Means clustering algorithm, which in turn enables the financial reimbursement behavioral portrait of enterprise employees to be constructed. To confirm the effectiveness of the system application in this paper, performance testing and portrait analysis were carried out. The results show that the maximum memory utilization of the database server is 50.42% when the number of concurrent users is 100, and the average response time of the system reaches a maximum of 825.63ms when the number of concurrent users is 200. Based on big data, the whole process of financial reporting digital management system has good stability, which can make enterprises more aware of their financial situation and then develop appropriate financial reimbursement strategies.</p>
</abstract>

Based on big data technology, this paper designs a digital management system for the whole process of financial reimbursement and gives the automatic transformation process of digitalization of financial reimbursement claims and accounting documents. In the K-Means algorithm, the AHC algorithm idea is introduced to construct the DH-K-Means clustering algorithm, which in turn enables the financial reimbursement behavioral portrait of enterprise employees to be constructed. To confirm the effectiveness of the system application in this paper, performance testing and portrait analysis were carried out. The results show that the maximum memory utilization of the database server is 50.42% when the number of concurrent users is 100, and the average response time of the system reaches a maximum of 825.63ms when the number of concurrent users is 200. Based on big data, the whole process of financial reporting digital management system has good stability, which can make enterprises more aware of their financial situation and then develop appropriate financial reimbursement strategies.

Big data-based digital management system for the whole process of financial reporting in SMEs

Applied Mathematics and Nonlinear Sciences

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

Based on big data technology, this paper designs a digital management system for the whole process of financial reimbursement and gives the automatic...

Big data-based digital management system for the whole process of financial reporting in SMEs

Published Online: Nov 25, 2023

Page range: -

Received: Jan 18, 2023

Accepted: Jun 05, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01224

Keywords
Financial reporting, K-Means, Digital management, AHC algorithm, Behavioral profiling

© 2023 Xiaoli Yu, published by Sciendo

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

Big data-based digital management system for the whole process of financial reporting in SMEs

Published Online: Nov 25, 2023

Page range: -

Received: Jan 18, 2023

Accepted: Jun 05, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01224

KeywordsFinancial reporting, K-Means, Digital management, AHC algorithm, Behavioral profiling

© 2023 Xiaoli Yu, published by Sciendo

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

Keywords
Financial reporting, K-Means, Digital management, AHC algorithm, Behavioral profiling