Scholarship Information Management System with Academic Performance Predictor and Decision Support System

Abstract

Scholarship Information System is a software package developed for managing students' scholarship details, branch details, and college details. The software is beneficial in finding eligible candidates from  different colleges. This study focuses on developing ISU Ilagan Campus Scholarship Information with Decision Support System. Specifically, it aims to; (a.) create a dataset for Scholarship Information with Decision Support System; (b.) Execute Weka Machine Learning Tool in Developing a Predictive Risk Model Using J48 Algorithm for Scholarship Information with a Decision Support system, and (c.) evaluate the scholarship information with decision support system using ISO 9126. The study conducted several Interviews, Observations, and Surveys. Knowledge Discovery in Databases (KDD) was the framework of the study. Based on the Summary of findings, the research rs found that the Predictive Risk Model with 98% accuracy rate gave positive results using the developed Predictive Tool.