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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
Cite this article
↗ https://www.doi.org/10.59256/ijsreat.20260602032References
1) S. Smith, J. Brown, and K. Lee, “Data-Driven Decision Support Systems for Business Intelligence,” IEEE Transactions on Knowledge
and Data Engineering, vol. 31, no. 5, pp. 1025–1038, May 2019.
2) R. Kumar and A. Singh, “Big Data Analytics for Efficient Decision Making Using Hadoop Framework,” International Journal of Big
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
and Learning Systems, vol. 33, no. 4, pp. 1201–1215, Apr. 2022.
6) P. Patel and N. Mehta, “Business Intelligence and Data Visualization Using Power BI,” International Journal of Data Science and
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.
10) A. Gupta, R. Verma, and S. Jain, “Intelligent Decision Support Systems Using Advanced Analytics Techniques,” IEEE Access, vol. 13,
pp. 12345–12360, 2025.
and Data Engineering, vol. 31, no. 5, pp. 1025–1038, May 2019.
2) R. Kumar and A. Singh, “Big Data Analytics for Efficient Decision Making Using Hadoop Framework,” International Journal of Big
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
and Learning Systems, vol. 33, no. 4, pp. 1201–1215, Apr. 2022.
6) P. Patel and N. Mehta, “Business Intelligence and Data Visualization Using Power BI,” International Journal of Data Science and
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.
10) A. Gupta, R. Verma, and S. Jain, “Intelligent Decision Support Systems Using Advanced Analytics Techniques,” IEEE Access, vol. 13,
pp. 12345–12360, 2025.
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