The Role of Financial Informatization in Enhancing Enterprise Risk Management

Authors

  • Yinlei Chen Kyungil University

DOI:

https://doi.org/10.70393/6a6374616d.333633

ARK:

https://n2t.net/ark:/40704/JCTAM.v3n1a08

Disciplines:

Big Data Technology

Subjects:

Data Analytics

References:

27

Keywords:

Financial Informatization, Risk Management, Big Data, Artificial Intelligence, Integration Strategies

Abstract

In today's rapidly evolving business environment, the integration of financial information technology and enterprise risk management has become a crucial research area. This paper aims to explore the relationship between financial information technology and enterprise risk management, as well as practical strategies for their integration. It focuses on how financial technology can improve risk identification, assessment, and response strategies, and applies this to different industrial contexts and emerging technologies.

Author Biography

Yinlei Chen, Kyungil University

Kyungil University, 38428, Republic of Korea.

References

[1] Bromiley, P., McShane, M., Nair, A., & Rustambekov, E. (2015). Enterprise risk management: Review, critique, and research directions. Long range planning, 48(4), 265-276.

[2] Hoyt, R. E., & Liebenberg, A. P. (2011). The value of enterprise risk management. Journal of risk and insurance, 78(4), 795-822.

[3] Yin, M. (2025). Predictive Maintenance of Semiconductor Equipment Using Stacking Classifiers and Explainable AI: A Synthetic Data Approach for Fault Detection and Severity Classification. Journal of Industrial Engineering and Applied Science, 3(6), 36-46.

[4] Wang, H., Li, Q., & Liu, Y. (2022). Regularized Buckley–James method for right‐censored outcomes with block‐missing multimodal covariates. Stat, 11(1), e515.

[5] Yin, M. (2025). Data Quality Control in Semiconductor Manufacturing through Automated ETL Processes and Class Imbalance Handling Techniques. Journal of Industrial Engineering and Applied Science, 3(6), 13-22.

[6] Sun, Y., & Ortiz, J. (2024). An ai-based system utilizing iot-enabled ambient sensors and llms for complex activity tracking. arXiv preprint arXiv:2407.02606.

[7] Yin, M. (2025). A Data-Driven Approach for Real-Time Bottleneck Detection and Optimization in Semiconductor Manufacturing Using Active Period Method and Visualization. Academic Journal of Natural Science, 2(4), 19-26.

[8] Hunziker, S. (2021). Enterprise Risk Management. Springer Fachmedien Wiesbaden.

[9] Liu, Z. (2025). Reinforcement Learning for Prompt Optimization in Language Models: A Comprehensive Survey of Methods, Representations, and Evaluation Challenges. ICCK Transactions on Emerging Topics in Artificial Intelligence, 2(4), 173-181.

[10] Chen, Y. (2025). Interpretable Automated Machine Learning for Asset Pricing in US Capital Markets. Journal of Economic Theory and Business Management, 2(5), 15-21.

[11] Pang, F. (2025). Animal Spirit, Financial Shock and Business Cycle. European Journal of Business, Economics & Management, 1(2), 15-24.

[12] Chen, Y. (2025). Generative Diffusion Models for Option Pricing: A Novel Framework for Modeling Volatility Dynamics in US Financial Markets. Journal of Industrial Engineering and Applied Science, 3(6), 23-29.

[13] Huang, S. (2025). Reinforcement Learning with Reward Shaping for Last-Mile Delivery Dispatch Efficiency. European Journal of Business, Economics & Management, 1(4), 122-130.

[14] Li, K., Chen, X., Song, T., Zhou, C., Liu, Z., Zhang, Z., Guo, J., & Shan, Q. (2025a, March 24). Solving situation puzzles with large language model and external reformulation.

[15] Huang, S. (2025). Prophet with Exogenous Variables for Procurement Demand Prediction under Market Volatility. Journal of Computer Technology and Applied Mathematics, 2(6), 15-20.

[16] Yin, M. (2025). Defect Prediction and Optimization in Semiconductor Manufacturing Using Explainable AutoML. Academic Journal of Natural Science, 2(4), 1-10.

[17] Pang, F. (2020, November). Research on Incentive Mechanism of Teamwork Based on Unfairness Aversion Preference Model. In 2020 2nd International Conference on Economic Management and Model Engineering (ICEMME) (pp. 944-948). IEEE.

[18] Huang, S. (2025). Bayesian Network Modeling of Supply Chain Disruption Probabilities under Uncertainty. Artificial Intelligence and Digital Technology, 2(1), 70-79.

[19] Wang, Y., Wang, J., Chang, Y., Cai, K., Li, S., & Dong, Y. (2025). Graph-theoretical investigation of trajectory dynamics and size characteristics in tropical cyclones. Natural Hazards, 1-18.

[20] Wu, H., Liu, J., Zha, Z. J., Chen, Z., & Sun, X. (2019, August). Mutually Reinforced Spatio-Temporal Convolutional Tube for Human Action Recognition. In IJCAI (pp. 968-974).

[21] Chen, Y. (2025). A Comparative Study of Machine Learning Models for Credit Card Fraud Detection. Academic Journal of Natural Science, 2(4), 11-18.

[22] Jin, Y., Li, Z., Zhang, C., Cao, T., Gao, Y., Jayarao, P., ... & Yin, B. (2024). Shopping mmlu: A massive multi-task online shopping benchmark for large language models. Advances in Neural Information Processing Systems, 37, 18062-18089.

[23] Wang, J., Chang, Y., Cao, S., Dong, Y., Li, S., Jia, L., & Li, W. (2025). Explanatory framework of typhoon extreme wind speed predictions integrating the effects of climate changes. Climate Dynamics, 63(3), 142.

[24] Wang, J., Tse, T. K., Li, S., & Fung, J. C. (2023). A model of the sea–land transition of the mean wind profile in the tropical cyclone boundary layer considering climate changes. International Journal of Disaster Risk Science, 14(3), 413-427.

[25] Shi, D. (2025). Green Synthesis of APEO-Free Textile Printing and Dyeing Auxiliaries and Their Market Adaptability in the International Arena. Journal of World Economy, 4(5), 12-19.

[26] Nocco, B. W., & Stulz, R. M. (2022). Enterprise risk management: Theory and practice. Journal of applied corporate finance, 34(1), 81-94.

[27] Yin, M. (2025). Robust Bilevel Network-Flow Scheduling for Semiconductor Wafer Logistics under WLTP Uncertainty.

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Published

2026-01-05

How to Cite

Chen, Y. (2026). The Role of Financial Informatization in Enhancing Enterprise Risk Management. Journal of Computer Technology and Applied Mathematics, 3(1), 63–70. https://doi.org/10.70393/6a6374616d.333633

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