Analisis Kepuasan Konsumen Menggunakan Metode Algoritma C4.5 Berbasis Rapidminer Pada PT. Adeaksa Indo Jayatama

Authors

  • Dian Nisrina Universitas Ngudi Waluyo
  • Kustiyono Universitas Ngudi Waluyo

Keywords:

Data mining, C4.5 algorithm, consumer satisfaction

Abstract

In the era of globalization and digital 4.0, the development of technology and the internet plays an important role for human survival. PT. Adeaksa Indo Jayatama, as a provider of telecommunications and internet services, seeks to meet consumer needs with the DexaNet product which offers stable internet connections using fiber optic and wireless broadband. This research uses the C4.5 algorithm method and data mining using the RapidMiner platform to analyze consumer satisfaction. The research results show that the factors that influence consumer satisfaction are facilities and infrastructure, trusted providers, responsiveness, service quality, and stable network. The C4.5 algorithm implemented using RapidMiner has proven to be effective in analyzing customer satisfaction and providing valuable insights for the Company in improving service quality and customer satisfaction.

References

Asep Surahmat, Mirza Sutrisno, 2023. Analisis Kepuasan Pelanggan Dalam Industri Teknologi Menggunakan Algoritma C4.5. JUST IT: Jurnal Sistem Informasi, Teknologi Informasi dan Komputer, Volume 13, pp. 75-79.

Caesar Rizky Aditya Nugroho, Titin Kristiana, 2022. Penerapan Algoritma C4.5 Untuk Kepuasan Pelanggan Toko Online Parfume Chantik. Jurnal Algoritme, 3(1), pp. 10-21.

Candra Naya, Arif Siswandi, 2022. Analisis Kepuasan Pelanggan Menggunakan Algoritma C4.5 pada PT. Cahaya Indotama Engineering. SIGMA Jurnal Teknologo Pelita Bangsa, 13(4), pp. 207-214.

Eka Satria Pribadi, Poningsih, Heru Satria Tambunan, 2020. Analisis Tingkat Kepuasan Masyarakat Terhadap Pelayanan Pengadilan Agama Pematangsiantar Menggunakan Algoritma C4.5. BRAHMANA: Jurnal Penerapan Kecerdasan Buatan, 2(1), pp. 33-40.

Fauziah, Dedy Hartama, Irfan Sudahri Damanik, 2020. Analisis Kepuasan Pelanggan Menggunakan Klasifikasi Data Mining. BRAHMANA : Jurnal Penerapan Kecerdasan Buatan, pp. 41-48.

Krisna Cahya Ramadhan, Yoannes Romando Sipayung, 2023. Analisis Kepuasan Konsumen Penghuni Kost Mahasiswa Di Lingkungan Universitas Ngudi Waluyo Menggunakan Algoritma C4.5. Jurnal Tika, 8(2), pp. 133-143.

Nova tri Romadloni, Imam Santoso, sularso Budilaksono, 2019. Perbandingan Metode Naive Bayes, KNN, dan Decision Tree Terhdap Analisis Sentimen Transportasi Commuter Line. Jurnal IKRA_ITH Informatika, 3(2), pp. 1-9.

Nurul Azwanti, Erlin Elisa, 2020. Analisis Kepuasan Konsumen Menggunakan Algoritma C4.5. SNISTEK, Volume 3, pp. 126-131.

Rosiana Dewi, Zuhdi Hanif, Imam Santoso, 2023. Analisis Konsumen Pada Laundry Menggunakan Algoritma C4.5. Jurnal IKRAITH-INFORMATIKA, 7(2), pp. 133-141.

Syahrul Gunawan P, 2022. Analisis Dalam Menentukan Tingkat Kepuasan Pelayanan Terhadap Vendor Menggunakan Algoritma C4.5 Disatuan Kerja Pusdatin. Jurnal Informatika Kaputama, 6(2), pp. 194-200.

Published

2024-06-14

How to Cite

Nisrina, D. ., & Kustiyono, K. (2024). Analisis Kepuasan Konsumen Menggunakan Metode Algoritma C4.5 Berbasis Rapidminer Pada PT. Adeaksa Indo Jayatama. MEANS (Media Informasi Analisa Dan Sistem), 9(1), 26–33. Retrieved from https://ejournal.ust.ac.id/index.php/Jurnal_Means/article/view/3710

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