ANALISIS PENGARUH KUALITAS PELAYANAN DAN KEPUASAN PENGGUNA JASA TRANSPORTASI ONLINE GOJEK DAN GRAB DI KOTA BATAM MENGGUNAKAN ALGORITMA K-MEANS
Kata Kunci:
dataminig, clustering, K-Means, Simple Linier Regression, Gojek GrabAbstrak
In this era of economic development, many activities are carried out easily by today's society, especially in the field of transportation. With advances in the field of information technology such as the internet, it can affect various aspects of human life. So that companies that provide online transportation services are competing to provide services and facilities for their users. Because user satisfaction greatly affects the success or failure of a company. One of them is the Grab and Gojek companies. They are competing to improve services in the application for the satisfaction of the people who use it. In this last project, the author is interested in conducting research on customer satisfaction using data mining techniques, namely K-Means clustering algorithm and linear regression simplicity. This method can help the author in grouping the effect of Service Quality on Service User Satisfaction and enthusiasts of Gojek Grab Online Transportation in Batam City which is in the Batam City sub-district based on data from community respondents on the distribution of questionnaires that have been carried out by the author. In the final results there will be 5 categories, namely strongly disagree, disagree, neutral, agree, and strongly agree.
Referensi
Amanda, L., Yanuar, F., & Devianto, D. (2019). Uji Validitas dan Reliabilitas Tingkat Partisipasi Politik Masyarakat Kota Padang. Jurnal Matematika UNAND, 8(1), 179. https://doi.org/10.25077/jmu.8.1.179-188.2019
Bhirawa, W. T. (2020). Proses Pengolahan Data Dari Model Persamaan Regresi Dengan Menggunakan Statistical Product and Service Solution (SPSS). Statistika, 71–83. http://journal.universitassuryadarma.ac.id/index.php/jmm/article/download/528/494
Erida, M. (2021). Uji Validitas dan Uji Reliabilitas Instrumen Motivasi Pengidap HIV/AIDS. Jurnal Ilmiah Bina Edukasi, 1(1), 10–21. http://jurnal.umika.ac.id/index.php/jurnal_edukasi/article/view/156
Holman, A., & Elisa, E. (2020). Analisis Data Mining Penentuan Prioritas Penggunaan Member Card Menggunakan Algoritma K-Means Pada Ramayana Panbil. Ijtvet, 1(1), 61–66. https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=Analisis+Data+Mining+Penentuan+Prioritas+Penggunaan+Member+Card+Menggunakan+Algoritma+K-Means+Pada+Ramayana+Panbil&btnG=
Ilmi, N. (2021). Analisis Pengaruh Kualitas Pelayanan Dan Kualitas Produk Terhadap Repurchase Intention Konsumen Skincare Scarlett (Studi Pada E-Commerce Shopee). 3, 125.
Janna, N. M., & Herianto. (2021). Artikel Statistik yang Benar. Jurnal Darul Dakwah Wal-Irsyad (DDI), 18210047, 1–12.
Jtik, J., Teknologi, J., Sahputra, M. I., Triayudi, A., & Rubhasy, A. (2022). Analisis Faktor Yang Mempengaruhi Penumpang Angkutan Umum Beralih ke Transportasi Online Go-Jek menggunakan Metode K - Means Clustering. 6(1), 2–8.
Nurhasanah, E. (2021). Pengaruh Media Pembelajaran Berbasis Flashcard Huruf Hijaiyah terhadap Hasil Belajar Iqro pada Santri The Gold Generation. Jurnal Inovasi, Evaluasi Dan Pengembangan Pembelajaran (JIEPP), 1(2), 60–68. https://doi.org/10.54371/jiepp.v1i2.106
Purwanto, B., Nilogiri, A., & Wardoyo, A. E. (2022). Penerapan Algoritma K-Means Clustering Untuk Pengelompokan Penyebaran Penyakit Tbc (Studi Kasus: Puskesmas Di Kabupaten Jember) Application Of K-Means Clustering Algorithm For Clustering The Spread Of Tb ( Case Study: Puskesmas In Jember Regency). Jurnal Smart Teknologi, 3(3), 2774–1702. http://jurnal.unmuhjember.ac.id/index.php/JST
Tobuhu, M. A., Machmud, R., & Rahman, E. (2022). Pengaruh Kemudahan dan Kepercayaan terhadap Sikap Penggunaan Layanan M-Banking (Studi pada Bank BNI Cabang Gorontalo). Jurnal Ilmiah Manajemen Dan Bisnis, 5(2), 686–693.
