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

<p>In order to be able to better understand the financial situation of enterprises and ensure the maximum economic benefits, the analysis of enterprise financial decisions based on the background of big data cloud accounting is proposed. Establish an enterprise cloud accounting financial decision support module that relies on big data to optimize data collection and meet the data requirements for management decision making and operation of cloud accounting financial decision support system. We provide objective and rigorous financial analysis and implement the financial decisions proposed by the management based on the most satisfying results plan in line with the development strategy of the company. The optimal classification hyperplane is constructed in the vector space using support vector machines, and the Lagrange function is introduced to solve the constraint maximization, which changes the original space mapping to seek the optimal classification surface in the vector space of higher dimensions. The SVM classifier is trained by introducing relaxation variables that solve linearly indistinguishable problems and building labeled training samples to ensure that the risk analysis requirements are met. Combined with the decision tree algorithm to predict the number of information bits, calculate the information entropy to obtain the information gain value to compare one by one, and finally complete the financial decision analysis. The analysis results show that the financial decision model is constructed in the context of big data cloud accounting, and the algorithm of this paper is used to select the best enterprise decision solution, which has an economic growth value of 22,000,000 RMB and ensures the maximum economic benefits for the enterprise.</p>
</abstract>

In order to be able to better understand the financial situation of enterprises and ensure the maximum economic benefits, the analysis of enterprise financial decisions based on the background of big data cloud accounting is proposed. Establish an enterprise cloud accounting financial decision support module that relies on big data to optimize data collection and meet the data requirements for management decision making and operation of cloud accounting financial decision support system. We provide objective and rigorous financial analysis and implement the financial decisions proposed by the management based on the most satisfying results plan in line with the development strategy of the company. The optimal classification hyperplane is constructed in the vector space using support vector machines, and the Lagrange function is introduced to solve the constraint maximization, which changes the original space mapping to seek the optimal classification surface in the vector space of higher dimensions. The SVM classifier is trained by introducing relaxation variables that solve linearly indistinguishable problems and building labeled training samples to ensure that the risk analysis requirements are met. Combined with the decision tree algorithm to predict the number of information bits, calculate the information entropy to obtain the information gain value to compare one by one, and finally complete the financial decision analysis. The analysis results show that the financial decision model is constructed in the context of big data cloud accounting, and the algorithm of this paper is used to select the best enterprise decision solution, which has an economic growth value of 22,000,000 RMB and ensures the maximum economic benefits for the enterprise.

The application of cloud accounting in enterprise financial decision making in the era of big data

Applied Mathematics and Nonlinear Sciences

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

In order to be able to better understand the financial situation of enterprises and ensure the maximum economic benefits, the analysis of enterprise financial...

The application of cloud accounting in enterprise financial decision making in the era of big data

Published Online: Jun 02, 2023

Page range: -

Received: Apr 19, 2022

Accepted: Oct 13, 2022

DOI: https://doi.org/10.2478/amns.2023.1.00153

Keywords
Big data era, Cloud accounting, Enterprise financial decision making, Support vector machine, Decision tree algorithm

© 2023 Wenting Zhang, published by Sciendo

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

The application of cloud accounting in enterprise financial decision making in the era of big data

Published Online: Jun 02, 2023

Page range: -

Received: Apr 19, 2022

Accepted: Oct 13, 2022

DOI: https://doi.org/10.2478/amns.2023.1.00153

KeywordsBig data era, Cloud accounting, Enterprise financial decision making, Support vector machine, Decision tree algorithm

© 2023 Wenting Zhang, published by Sciendo

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

Keywords
Big data era, Cloud accounting, Enterprise financial decision making, Support vector machine, Decision tree algorithm