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Mediskolar: a Web-Based Scholarship Management System with Profile Analysis Using Analytical Hierarchy Process (AHP) and Decision Tree Algorithm for Marikina City

Juliana Carmel M. Alfonso a , John Elijah R. Carvajal a , Matthew R. Herrera a , Michael Jor G. Morante a , Maria Vicky S. Solomo a , Roman M. De Angel a , Ma. Corazon G. Fernando a

a FEU Institute of Technology, Manila, Philippines

2024 IEEE 16th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM), (2025), pp. 1-5

Abstract: This study aims to improve the scholarship management process in the City of Marikina, located in the National Capital Region of the Philippines, under the leadership of Mayor Marcelino Teodoro. This paper proposes the development of a Scholarship Management System with Profile Analysis utilizing the Analytical Hierarchy Process and Decision Tree Algorithm. This system is expected to streamline applications, organize financial reporting, and optimize appointment scheduling, thus enhancing fairness, efficiency, and transparency in the scholarship awarding process. The Scholarship Management System, which leverages the Analytical Hierarchy Process and Decision Tree Algorithm, seeks to transform the traditional scholarship application process into an automated, efficient, and transparent process that not only relieves administrative burden but also facilitates fair and merit-based selection. The assessment of the system consists of 45 respondents that will evaluate our system. For the most part of the assessment process, it shows that the summary findings, the majority of respondents are “Very Satisfied” with the Verbal Interpretation based on ISO 9126 Software quality models, with “Strongly Agree” to the response indicating that there is space for improvement in the existing system. Overall, the proposed system not only simplifies the scholarship application process for students but also enables the city government to effectively manage the scholarship program. It introduces a level of efficiency and transparency that enhances the credibility of the program and ensures that the benefits reach the intended recipients. It represents a significant step towards digital transformation in the public sector, specifically in educational assistance.

Recommended Citation

Alfonso, J. C. M., Carvajal, J. E. R., Herrera, M. R., Morante, M. J. G., Solomo, M. V. S., Angel, R. M. D., & Raguro, M. C. F. (2025). Mediskolar: a Web-Based Scholarship Management System with Profile Analysis Using Analytical Hierarchy Process (AHP) and Decision Tree Algorithm for Marikina City. 2024 IEEE 16th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM), 1-5. https://doi.org/10.1109/hnicem64917.2024.11258708
J. C. M. Alfonso, J. E. R. Carvajal, M. R. Herrera, M. J. G. Morante, M. V. S. Solomo, R. M. D. Angel, and M. C. F. Raguro, "Mediskolar: a Web-Based Scholarship Management System with Profile Analysis Using Analytical Hierarchy Process (AHP) and Decision Tree Algorithm for Marikina City," 2024 IEEE 16th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM), pp. 1-5, 2025. doi: 10.1109/hnicem64917.2024.11258708.
Alfonso, Juliana Carmel M., et al.. "Mediskolar: a Web-Based Scholarship Management System with Profile Analysis Using Analytical Hierarchy Process (AHP) and Decision Tree Algorithm for Marikina City." 2024 IEEE 16th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM), 2025, pp. 1-5. https://doi.org/10.1109/hnicem64917.2024.11258708.
Alfonso, J. C. M., Carvajal, J. E. R., Herrera, M. R., Morante, M. J. G., Solomo, M. V. S., Angel, R. M. D., & Raguro, M. C. F.. 2025. "Mediskolar: a Web-Based Scholarship Management System with Profile Analysis Using Analytical Hierarchy Process (AHP) and Decision Tree Algorithm for Marikina City." 2024 IEEE 16th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM): 1-5. https://doi.org/10.1109/hnicem64917.2024.11258708.

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