Diagnosis Gangguan Permasalahan Layanan Telkom menggunakan Metode Dempster Shafer
DOI:
https://doi.org/10.62951/repeater.v2i4.228Keywords:
Dempster Shafer, Telkom Service Disruptions, Expert SystemAbstract
The increasing complexity of public demand for telecommunication services, particularly internet services, has pushed PT. Telkom, as one of the state-owned enterprises (SOEs), to continuously enhance the quality of its services. One of its flagship products, Indihome, offers faster internet connectivity compared to dial-up services. However, Indihome has been frequently criticized by customers due to service disruptions. This indicates a need for developing effective strategies to address customer complaints. The primary issue faced by the public is the lack of knowledge regarding service disruptions, leading to difficulties in explaining the problem to technicians for repair. This research aims to develop a Telkom service disruption diagnosis system that can assist the public in identifying issues early without direct consultation with an expert. The system is developed using an expert system method, where information about service disruptions is processed to generate accurate diagnoses. With this system, customers can identify the type of disruption and provide clearer information to Telkom technicians. The research findings indicate that the most common disruptions are caused by faulty adapters or modems and disconnected configurations, with a density value of 54.49%. This system is expected to improve Telkom’s public service quality, minimize customer complaints, and expedite the repair process for Indihome services.
Downloads
References
Afrilia, Y., Sembiring, A. S., & Hutabarat, H. (2018). Penerapan Metode Dempster Shafer Dalam Mendeteksi Kerusakan Mesin Air Berbasis Android. JURIKOM (Jurnal Riset Komputer), 5(2), 224–233.
Dwi Remawati, H. W. (2021). Buku Ajar. Web JSP dengan database MySQL. LPPM Udinus, Semarang.
Hannum, R., Siregar, M. A. P., & Syaputri, N. I. (2023). Penerapan metode dempster shafer untuk mendiagnosis penyakit pada tanaman kol. Jurnal Bayesian: Jurnal Ilmiah Statistika Dan Ekonometrika, 3(1), 86–98.
indihome.co.id. (2024). https://indihome.co.id/syarat-ketentuan/Pengertian.
Iswanti, S., & Anggraeny, R. N. (2019). Implementasi Metode Dempster-Shafer Pada Sistem Pakar Pendiagnosa Kerusakan Sepeda Motor. Informatika Mulawarman : Jurnal Ilmiah Ilmu Komputer, 14(1), 38. https://doi.org/10.30872/jim.v14i1.1443
Jepriana, S. H. & I. W. (2020). Konsep Algoritme dan Aplikasinya dalam Bahasa Pemrograman C++. CV. Andi Offset, Yogyakarta.
Kanedi, I., Utami, F. H., & Zulita, L. N. (2017). Sistem Pelayanan Untuk Peningkatan Kepuasan Pengunjung Pada Perpustakaan Arsip Dan Dokumentasi Kota Bengkulu. Pseudocode, 4(1), 37–46. https://doi.org/10.33369/pseudocode.4.1.37-46kipmi.or.id. (2023). https://kipmi.or.id/kelebihan-dan-kekurangan-bahasa-php.html.
Nurhayati. (2022). Teknik Ensemble Learning Untuk Peningkatan Performa Akurasi Model Prediksi (Seleksi Mahasiswa Penerima Beasiswa). Pascal Books, Tanggerang.
Rachmat Destriana, Syepry Maulana Husain, Nurdiana Handayani, A. T. P. S. (2021). Diagram UML Dalam Membuat Aplikasi Android Firebase "Studi Kasus Aplikasi Bank Sampah. Deepublish Publisher, Sleman.
Sesunan, M. F., & Darsin, D. D. (2022). Sistem Pakar Untuk Mendiagnosa Penyakit Gigi Dan Mulut Menggunakan Metode Forward Chaining (Studi Di Rsud Menggala). Jurnal Sistem Informasi Dan Sains Teknologi, 4(2). https://doi.org/10.31326/sistek.v4i2.1354
Sihombing, J. (2022). Pembuatan Web Dinamis Dengan Php Dan MySQL. CV. Mitra Cendekia Media, Solok.
Sukmawati, S., Maulana, R., Holiyanti, R., & Sari, B. N. (2022). Implementasi Metode Dempster Shafer Berbasis Web untuk Mendiagnosa Kerusakan Jaringan LAN. STRING (Satuan Tulisan Riset Dan Inovasi Teknologi), 7(1), 91. https://doi.org/10.30998/string.v7i1.13548
Suprihatin. (2021). Basis Data SMK/MAK Kelas XI. Gramedia Widiasarana indonesia, Jakarta.
Tongam Evi Panggabean, V. W. (2022). Sistem Pakar. Cattleya Darmaya Fortuna.
Wijaya, B. D., Wahyudi, J., & Sudarsono, A. (2021). Sistem Pakar Diagnosa Kerusakan pada Hardware Komputer menggunakan Metode Dempster Shafer. Jurnal Teknik Informatika UNIKA Santo Thomas, 06(32), 325–330. https://doi.org/10.54367/jtiust.v6i2.1547
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Repeater : Publikasi Teknik Informatika dan Jaringan

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.