In the context of the rapid development of big data technology, the financial management model of Internet financial enterprises is undergoing a profound transformation. This paper analyzes the key aspects of applying big data technology in Internet finance, including its basic concepts, characteristics, and current state of development in the field. It examines the current situation and primary challenges faced by financial management in Internet financial enterprises, such as risk management, cost control, and data integration. To address these challenges, optimization strategies based on big data are proposed, focusing on areas such as risk control and cost optimization. By constructing a financial data analysis model, this study provides an in-depth analysis of relevant data, demonstrating the role of big data technology in improving financial management. Finally, through a case study, the effectiveness of big data applications in financial management is verified, and future development directions are discussed.
Ren S, 2022, Optimization of Enterprise Financial Management and Decision-Making Systems Based on Big Data. Journal of Mathematics, 2022(1): 1708506. https://doi.org/10.1155/2022/1708506
Chen X, Metawa N, 2020, Enterprise Financial Management Information System Based on Cloud Computing in the Big Data Environment. Journal of Intelligent & Fuzzy Systems, 39(4): 5223–5232. https://doi.org/10.3233/JIFS-189007
Bi W, Liang Y, 2022, Risk Assessment of Operator’s Big Data Internet of Things Credit Financial Management Based on Machine Learning. Mobile Information Systems, 2022(1): 5346995. https://doi.org/10.1155/2022/5346995
Wang N, Wang K, 2022, Internet Financial Risk Management in the Context of Big Data and Artificial Intelligence. Mathematical Problems in Engineering, 2022(1): 6219489. https://doi.org/10.1155/2022/6219489
Metawa N, Metawa S, 2021, Internet Financial Risk Early Warning Based on Big Data Analysis. American Journal of Business and Operations Research, 3(1): 48–60. https://doi.org/10.5281/zenodo.5183019
Gu Y, 2023, The Application of Big Data in the Enterprise Financial Management. Academic Journal of Business Management, 5(21): 123–126. https://doi.org/10.25236/AJBM.2023.052118
Bao X, 2022, Construction of Financial Management System Model Based on Internet Technology. Wireless Communications and Mobile Computing, 2022(1): 7487770. https://doi.org/10.1155/2022/7487770
Yang N, 2022, Financial Big Data Management and Control and Artificial Intelligence Analysis Method Based on Data Mining Technology. Wireless Communications and Mobile Computing, 2022(1): 7596094. https://doi.org/10.1155/2022/7596094
Yue H, Liao H, Li D, et al., 2021, Enterprise Financial Risk Management Using Information Fusion Technology and Big Data Mining. Wireless Communications and Mobile Computing, 2021(1): 3835652. https://doi.org/10.1155/2021/3835652
Shang H, Lu D, Zhou Q, 2021, Early Warning of Enterprise Finance Risk of Big Data Mining in the Internet of Things Based on Fuzzy Association Rules. Neural Computing and Applications, 33(9): 3901–3909. https://doi.org/10.1007/s00521-020-05510-5