Aplikasi Data Mining Menggunakan Algoritma ID3 Untuk Mengklasifikasi Kelulusan Mahasiswa Pada Universitas Dian Nuswantoro Semarang

HIMAWAN, DANNY (2014) Aplikasi Data Mining Menggunakan Algoritma ID3 Untuk Mengklasifikasi Kelulusan Mahasiswa Pada Universitas Dian Nuswantoro Semarang. Skripsi, Fakultas Ilmu Komputer.

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Abstract

These days, first degree in tertiary education is a major requirement to enter the working world.To obtain it, students are obliged to study in a university until the completion of their thesis and final project.A student is pronounced to graduate in due time is s/he is able to complete the study for 8 semesters / 4 academic years.By observing a student`s GPA while s/he`s studying in the university, we can know whether or not the student will graduate in due time.This research make use of an application based on a data mining technique equipped with ID3 algorithm to predict the students` graduation.It has the main objective to see the development in the students` GPA and in turn, calculating whether or not the student may graduate in the alotted time.This research implements sources based on Java programming codes.The result comes as a data mining application system to predict the students` graduation using ID3 algorithm and the greater number of datasets that form the predicted results will be less likely to produce false or null.

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