Research on the Construction of Intelligent Decision Support System for SMEs Under Multi-Source Financial Data Fusion

Authors

  • Zhijun Liu Fordham University, New York, NY, USA Author

DOI:

https://doi.org/10.71222/0f0km650

Keywords:

Intelligent Decision Support System, SMEs, Financial Data Fusion, Decision-making, Operational Efficiency

Abstract

This research article explores the construction of an intelligent decision support system tailored for small and medium-sized enterprises (SMEs) by leveraging multi-source financial data fusion. The study introduces a systematic framework to integrate diverse financial data sources, optimize decision-making processes, and enhance operational efficiency. By employing advanced computational methods and data fusion techniques, the proposed system addresses the unique challenges faced by SMEs in financial decision-making. The findings highlight the potential of intelligent systems in transforming SME financial management and provide actionable insights for future implementations.

References

1. W. Anggraini and B. Pranggono, "Assessing digital readiness of small medium enterprises: intelligent dashboard decision support system," Int. J. Adv. Comput. Sci. Appl., vol. 13, no. 4, 2022.

2. A. Kannammal, C. Priyasri, J. Shruthijeya, and E. C. Blessie, "Financial Decision Support system for Small and Medium-Sized Enterprises," in Proc. Int. Conf. Adv. Netw. Technol. Intell. Comput., Cham: Springer Nature Switzerland, pp. 237-252, Dec. 2024.

3. J. Korczak, H. Dudycz, and M. Dyczkowski, "INTELLIGENT DECISION SUPPORT FOR SME MANAGERS-PROJECT INKOM," Bus. Informatics/Informatyka Ekonomiczna, vol. 3, no. 25, 2012.

4. P. Louvieris, N. Mashanovich, S. Henderson, G. White, M. Petrou, and R. O'Keefe, "Smart decision support system using parsimonious information fusion," in Proc. 7th Int. Conf. Inf. Fusion, vol. 2, pp. 8-pp, July 2005.

5. A. G. Papadopoulou, H. Doukas, and J. Psarras, "An intelligent decision support system for SMEs' activation in the energy sector," Int. J. Manage. Decis. Making, vol. 10, no. 1-2, pp. 125-137, 2009.

6. B. Nita and P. Oleksyk, "Designing Intelligent Analytical Systems for Financial Risk Management in SMEs: Evidence from Interviews with Polish Managers," 2025.

7. B. Hamrouni, A. Bourouis, A. Korichi, and M. Brahmi, "Explainable ontology-based intelligent decision support system for business model design and sustainability," Sustainability, vol. 13, no. 17, p. 9819, 2021.

8. D. Manjarres, I. Landa-Torres, and I. Andonegui, "An Intelligent Decision Support System for Assessing the Default Risk in Small and Medium-Sized Enterprises," in Proc. Int. Conf. Artif. Intell. Soft Comput., Cham: Springer Int. Publishing, pp. 533-542, May 2017.

9. M. Namdarzadegan and A. Bozorgi Amiri, "Development of a Machine Learning-Based Decision Support System for Smart Technology Selection in Small and Medium-Sized Enterprises Considering Implementation Risks," J. Ind. Syst. Eng., vol. 17, no. 2, pp. 103-131, 2025.

10. S. T. Ponis and I. T. Christou, "Competitive intelligence for SMEs: a web-based decision support system," Int. J. Bus. Inf. Syst., vol. 12, no. 3, pp. 243-258, 2013.

11. M. H. Zamil, "AI-Driven business analytics for financial forecasting: a systematic review of decision support models in SMEs," Rev. Appl. Sci. Technol., vol. 4, no. 2, pp. 86-117, 2025.

12. E. Sevtsenko, R. Küttner, and T. Karaulova, "Intelligent Decision Support System as A Tool for Decision Support in Collaborative Network of SME," in Proc. IISE Annu. Conf., p. 1, 2006.

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Published

31 May 2026

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Article

How to Cite

Liu, Z. (2026). Research on the Construction of Intelligent Decision Support System for SMEs Under Multi-Source Financial Data Fusion. European Journal of Business, Economics & Management, 2(3), 1-13. https://doi.org/10.71222/0f0km650