Prediksi Kepuasan Mahasiswa Terhadap Tingkat Pelayanan Menggunakan Algoritma C4.5 (Decision Tree) (Studi Kasus : Fakultas Teknik Universitas Hamzanwadi)
DOI:
https://doi.org/10.29408/jit.v1i1.892Keywords:
Data mining, Decision Tree, Algorithm C4.5, Student SatisfactionAbstract
Universities both state and swaste make various efforts to win the competition in attracting students, among others by providing various facilities and services that can provide satisfaction for students. One of them is the Faculty of Engineering, Hamzanwadi University. This study is aimed at analyzing student satisfaction with the services obtained so far at the Hamzanwadi University Faculty of Engineering using data mining techniques, namely by using C4.5 algorithm or commonly known as the decision tree. Some of the attributes used in this study are to analyze the level of student satisfaction with the services contained in the Faculty of Engineering of the University of Hamzanwadi: costs, facilities, service and loyalty. After the experiments were carried out on datasets obtained from questionnaires for 100 students, the results of accuracy were 81.07%. The classification results using the C4.5 algorithm of 81.07% are considered to be used to measure the level of student satisfaction with services at the Hamzanwadi University Faculty of Engineering.
DOI : 10.29408/jit.v1i1.892
References
P. Studi, T. Informatika, F. I. Komputer, J. Nakula, and I. N. Semarang, “Penerapan Algoritma C4 . 5 Pada Kepuasan Pelanggan Perum DAMRI Ibnu Fatchur Rohman,â€
S. Kasus, U. Dehasen, S. Haryati, A. Sudarsono, and E. Suryana, “Implementasi Data Mining Untuk Memprediksi Masa Studi Mahasiswa Menggunakan Algoritma C4 . 5,†2015
R. P. Lunak, “Perancangan Aplikasi Data Mining Untuk Memprediksi Penjualan Menggunakan Metode Decision Tree Pada Apotik Ths Pematangsiantar,â€, 2017
D. Mining, “Belajar Mudah Algoritma Data Mining : C4 . 5,â€
O. Somantri, “Neural Network Untuk Klasifikasi Penanganan Gangguan Jaringan Distribusi Listrik 20 KV,†2015
Downloads
Published
How to Cite
Issue
Section
License
Semua tulisan pada jurnal ini menjadi tanggung jawab penuh penulis. Jurnal Infotek memberikan akses terbuka terhadap siapapun agar informasi dan temuan pada artikel tersebut bermanfaat bagi semua orang. Jurnal Infotek ini dapat diakses dan diunduh secara gratis, tanpa dipungut biaya sesuai dengan lisense creative commons yang digunakan.
Jurnal Infotek is licensed under a Creative Commons Attribution 4.0 International License.
Statistik Pengunjung
