Research on the Application of Data Mining Technology in the Influence of ESG Rating on Corporation Financial Performance

Authors

  • Yiheng Guo Ph.D Candidate, Graduate School of Management, Postgraduate Centre, Management & Science University, 40100, Selangor, Malaysia Lecturer, School of Finance and Accounting, Henan University of Animal Husbandry and Economy, 450000, Zhengzhou, Henan, China
  • Aza Azlina Md Kassim Professor, Graduate School of Management, Postgraduate Centre, Management & Science University, 40100, Selangor, Malaysia
  • Heng Xu Professor, School of Management, Henan University of Technology, 450001, Zhengzhou, Henan, China
  • Kai Zhang Ph.D Candidate, Graduate School of Management, Postgraduate Centre, Management & Science University, 40100, Selangor, Malaysia

DOI:

https://doi.org/10.17762/ijcnis.v15i2.6009

Keywords:

Data Mining Technology, ESG Rating, Corporation Financial Performance, Application, Wireless Network

Abstract

Aiming at the analysis of corporation financial performance, this paper puts forward a data mining method to judge the impact of ESG rating on corporation financial performance. Firstly, the corporation’s financial performance data set is established according to ESG rating to test the wireless transmission capability and broadband transmission integrity of the data; Then, wireless transmission analysis is carried out for each ESG rating; Finally, with the help of data mining technology, the abnormal financial performance indicators of corporations are found, and the transmission indicators are changed in time. The results show that data mining technology has a high effect on ESG rating promotion, wireless transmission effect, mining depth, and economic benefits, with an improvement of 45%, the accuracy of evaluation results is over 90%, and the stability of results is over 80%. Therefore, under the condition of ESG rating, data mining technology can meet the evaluation requirements of a corporation’s financial performance impact and improve the effectiveness of performance data transmission.

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Published

2023-08-05

How to Cite

Guo , Y., Aza Azlina Md Kassim, Xu, H., & Zhang, K. . (2023). Research on the Application of Data Mining Technology in the Influence of ESG Rating on Corporation Financial Performance. International Journal of Communication Networks and Information Security (IJCNIS), 15(2), 22–33. https://doi.org/10.17762/ijcnis.v15i2.6009

Issue

Vol. 15 No. 2 (2023)

Section

Research Articles

License

Copyright (c) 2023 International Journal of Communication Networks and Information Security (IJCNIS)

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