Penerapan Algoritma C4.5 Untuk Prediksi Kelulusan Tepat Waktu Mahasiswa Program Studi Arsitektur Universitas Katolik Widya Mandira

FAY, Maria Imakulata (2024) Penerapan Algoritma C4.5 Untuk Prediksi Kelulusan Tepat Waktu Mahasiswa Program Studi Arsitektur Universitas Katolik Widya Mandira. Undergraduate thesis, Universitas Katolik Widya Mandira Kupang.

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Abstract

Widya Mandira Catholic University is a private university in East Nusa Tenggara. Widya Mandira Catholic University has 21 study programs, one of which is the UNWIRA Architecture Study Program. Data from 2016 to 2020 shows that graduates on time in the Architecture study program are very low. This can affect the accreditation of the study program. The problem experienced by the UNWIRA Architecture Study Program is that there are no tools to predict the timely graduation of UNWIRA Architecture study program students. So there needs to be a special policy for students who may not graduate on time. The aim of this research is to design and build an application for predicting graduation for Architecture study program students. The method used is the C4.5 algorithm. The development model uses Software Development Life Cycle (SDLC). This application was built using PHP as the programming language and Mysql as the database. Based on the results of this research, there is an application that can predict graduation on time which is expected to help Architecture study program students evaluate and improve the learning system so that the study program can produce the best graduates.

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