Penerapan Decision Tree untuk Prediksi Kepuasan Pengguna Bus Transjakarta

Reza Hikmatulloh, Hanna Mahaerani Putri, Qurrotul Aini

Abstract

Transjakarta buses are one of the public transportation facilities used by residents of the capital city of Jakarta. The existence of Transjakarta Buses, transportation access is easier and easier for its users. With so many users, there are several things that must be considered in the facilities and infrastructure provided by the Transjakarta Bus. User satisfaction is an assessment given by a user of a service, whether satisfied or not. This research was conducted to analyze the satisfaction of Transjakarta Bus users who are students of Syarif Hidayatullah State Islamic University Jakarta. The attributes to be taken in the study include the rates, facilities, and services provided by the Transjakarta Bus where the questionnaire results will be processed using the C4.5 Decision Tree method. The results showed that an accuracy of 92.86% was obtained with accuracy in Good Classification using Confusion Matrix.

Full Text:

PDF 40-46

References

P. Suharso, “Kualitas Pelayanan Transjakarta,†War. Penelit. Perhub., vol. 26, no. 6, pp. 321–332, 2014.

S. Haryati, A. Sudarsono, and E. Suryana, “Implementasi Data Mining untuk Memprediksi Masa Studi Mahasiswa Menggunakan Algoritma C4.5,†J. Media Infotama, vol. 11, no. 2, pp. 130–138, 2015.

M. S. Efendi and H. A. Wibawa, “Prediksi Penyakit Diabetes Menggunakan Algoritma ID3 dengan Pemilihan Atribut Terbaik,†JUITA, vol. VI, pp. 29–35, 2018.

Rismayanti, “Decision Tree Penentuan Masa Studi Mahasiswa Prodi Teknik Informatika ( Studi Kasus : Fakultas Teknik dan Komputer Universitas Harapan Medan ),†QUERY J. Sist. Inf., vol. 02, no. 01, pp. 16–24, 2018.

B. A. C. P, “Prediksi Kepuasan Mahasiswa Terhadap Tingkat Pelayanan Menggunakan Algoritma C4.5 (Decision Tree ) (Studi Kasus : Fakultas Teknik Universitas Hamzanwadi ),†Infotek J. Inform. dan Teknol., vol. 1, no. 1, pp. 32–39, 2018.

Oktafianto, “Analisis Kepuasan Mahasiswa Terhadap Pelayanan Akademik Menggunakan Metode Algoritma C4.5,†TIM Darmajaya, vol. 02, no. 01, pp. 1–11, 2016.

E. T. L. Kusrini, “Algoritma data mining,†Yogyakarta Andi Offset, 2009.

A. Yuliana and D. B. Pratomo, “Algoritma Decision Tree (C4.5) Untuk Memprediksi Kepuasan Mahasiswa Terhadap Kinerja Dosen Politeknik TEDC Bandung,†in Seminar Nasional Inovasi Teknologi, 2017, pp. 377–384.

A. Shiddiq, R. K. Niswatin, and I. N. Farida, “Analisa Kepuasan Konsumen Menggunakan Klasifikasi Decision Tree Di Restoran Dapur Solo (Cabang Kediri),†Gener. J., vol. 2, no. 1, pp. 9–18, 2018.

D. Sugiyono, “Metodologi Penelitian Bisnis,†Alf. Bandung, 2010.

Refbacks

  • There are currently no refbacks.