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Original Article

Design and Development of a Data-Driven Decision Support System Using Advanced Analytics Techniques

Dr A.Richard William1 Darshan .R2 Dhanraj.S3 Arfa Banu4 Deepika .G5
1 Associate Professor , Dept of Computer Science Engineering, Raja Rajeswari College of Engineering Banagalore, Karnataka, India. 2 3 4 5 UG Scholer, Department of CSE, Raja Rajeswari College of Engineering Banagalore, Karnataka, India.

Published Online: March-April 2026

Pages: 249-254

References

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and Data Engineering, vol. 31, no. 5, pp. 1025–1038, May 2019.
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Data Research, vol. 7, no. 2, pp. 45–56, 20203) H. Lee, M. Park, and J. Kim, “Real-Time Data Analytics Using Apache Spark for Scalable Systems,” IEEE Access, vol. 9, pp. 56789–
56801, 2021.
4) Y. Zhang, X. Liu, and Z. Wang, “Machine Learning-Based Decision Support Systems: A Survey,” Journal of Artificial Intelligence
Research, vol. 68, pp. 1–35, 2021.
5) M. Ahmed, S. Khan, and R. Ali, “Deep Learning Techniques for Big Data Analytics: A Review,” IEEE Transactions on Neural Networks
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Analytics, vol. 10, no. 3, pp. 210–220, 2022.
7) L. Chen, Q. Zhou, and Y. Xu, “Cloud-Based Decision Support Systems for Scalable Data Analytics,” IEEE Cloud Computing, vol. 10,
no. 1, pp. 34–42, Jan. 2023.
8) S. Rao and P. Sharma, “AI-Driven Predictive Analytics for Intelligent Decision Support Systems,” Journal of Big Data, vol. 11, no. 2,
pp. 150–165, 2024.
9) T. Wang, H. Li, and G. Chen, “A Hybrid Big Data Analytics Framework for Efficient Data Processing,” Future Generation Computer
Systems, vol. 145, pp. 89–101, 2024.
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pp. 12345–12360, 2025.

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