Analisis Metode Certainty Factor Pada Sistem Pakar Diagnosa Kerusakan Sepeda Motor
- Anzas Ibezato Zalukhu Universitas Pembangunan Pancabudi, Indonesia
-
Irwan Syahputra
*
Universitas Pembangunan Pancabudi,
Indonesia
- Suhardiansyah Universitas Pembangunan Pancabudi, Indonesia
- Muhammad Iqbal Universitas Pembangunan Pancabudi, Indonesia
- Rian Farta Wijaya Universitas Pembangunan Pancabudi, Indonesia
Abstract
Motorcycles are a predominant mode of transportation in Indonesian society, comprising 84.5% of the total transportation vehicles in 2021 according to national BPS data. Despite providing convenience in mobility, motorcycles are susceptible to disturbances or damages that can hinder normal usage and potentially lead to accidents. Many motorcycle riders lack knowledge or awareness regarding potential issues with their motorcycles. This research aims to analyze the implementation of the certainty factor method in an expert system for identifying motorcycle malfunctions, with a focus on Giska Servis workshop. The certainty factor method serves as a reasoning tool to determine identification outcomes based on identified symptoms. The results of this study are expected to contribute to facilitating motorcycle riders in diagnosing symptoms of malfunctions in their vehicles. The certainty factor method offers a systematic and structured approach to identifying motorcycle issues. Through the implementation of this method, the research attempts to measure the success rate of the expert system in diagnosing malfunctions. Data from the identification results at Giska Servis workshop will be comprehensively analyzed to evaluate the accuracy and effectiveness of the certainty factor method in this context.By highlighting the success of this method, this research is expected to provide valuable insights for the development of expert systems for motorcycle issue identification. The findings of this study can serve as a guide for workshops and motorcycle users to enhance understanding and management of vehicle issues, thereby minimizing the potential for accidents and extending the lifespan of motorcycles.
References
I. Imron, M. N. Afidah, M. S. Nurhayati, S. Sulistiyah, and F. Fatmawati, “Sistem Pakar Diagnosa Kerusakan Mesin Sepeda Motor Transmission Automatic dengan Metode Forward Chaining Studi Kasus: AHASS 00955 Mitra Perdana,” J. Ilm. Univ. Batanghari Jambi, vol. 19, no. 3, p. 544, 2019, doi: 10.33087/jiubj.v19i3.742.
Y. Wiyandra, F. Yenila, and R. A. Mahessya, “Sistem Pakar Kerusakan Sepeda Motor Matic dengan Metoda Hybrid,” J. KomtekInfo, vol. 8, no. 2, pp. 145–153, 2021, doi: 10.35134/komtekinfo.v8i2.110.
A. Syaputra and D. Setiadi, “Sistem Pakar Diagnosa Kerusakan Sepeda Motor Yamaha Matic Menggunakan Metode Forward Chaining,” Jusikom J. Sist. Komput. Musirawas, vol. 5, no. 2, pp. 126–135, 2020, doi: 10.32767/jusikom.v5i2.1039.
C. Jamhari, A. Kiryanto, and S. Anwariningsih, “Sistem Pakar Diagnosis Kerusakan Sepeda Motor Non Matic,” Issn 2337-4349, vol. 1, p. 375, 2014.
J. Nasir and Z. H. Gultom, “Sistem Pakar Untuk Mendeteksi Kerusakan Pada Sepeda Motor Dengan Menggunakan Metode Forward Chaining Berbasis Web,” Digit. Zo. J. Teknol. Inf. dan Komun., vol. 9, no. 1, pp. 42–58, 2018, doi: 10.31849/digitalzone.v9i1.1075.
A. Mugiprakoso and N. Hidayat, “Identifikasi Kerusakan Mesin Pada Sepeda Motor Menggunakan Metode Modified K-Nearest Neighbor ( MKNN ),” vol. 3, no. 4, 2019.
D. A. Fauzy, I. Iskandar, J. Rahmadhan, and R. Priambodo, “Aplikasi Bengkel Motor Dengan Sistem Pakar Menggunakan Metode Forward Chaining,” J. Sisfokom (Sistem Inf. dan Komputer), vol. 9, no. 1, pp. 89–96, 2020, doi: 10.32736/sisfokom.v9i1.783.
P. A. Bima and S. Bakhri, “Sistem Pakar Diagnosis Kerusakan Mesin Sepeda Motor Non Injeksi Yamaha Pada Bengkel Dirgantara Motor,” Paradigma, vol. XX, no. 1, pp. 107–113, 2018.
F. Rahmadi Fajar, M. Utami, S. Nurjanah, A. Restiani, Y. P. Sari, and P. Rosyani, “OKTAL : Jurnal Ilmu Komputer dan Sains Analisis Sistem Pakar Diagnosa Penyakit THT Menggunakan Metode Certainty Factor,” OKTAL J. Ilmu Komput. dan Sains, vol. 1, no. 06, pp. 652–657, 2022, [Online]. Available: https://journal.mediapublikasi.id/index.php/bisik.
O. Nurdiawan and L. Pangestu, “Penerapan Sistem Pakar dalam Upaya Meminimalisir Resiko Penularan Penyakit Kucing,” InfoTekJar (Jurnal Nas. Inform. dan Teknol. Jaringan), vol. 3, no. 1, pp. 65–73, 2018, doi: 10.30743/infotekjar.v3i1.532.
R. Dian, S. Sumijan, and Y. Yuhandri, “Sistem Pakar dalam Identifikasi Kerusakan Gigi pada Anak dengan Menggunakan Metode Forward Chaining dan Certainty Factor,” J. Sistim Inf. dan Teknol., vol. 2, pp. 65–70, 2020, doi: 10.37034/jsisfotek.v2i3.24.
M. S. Lauryn, Akhmad Saparudin, and Muhamad Ibrohim, “Sistem Pakar Diagnosa Penyakit Hewan Ternak Kambing Dengan Metode Certainty Factor (Cf),” JSiI (Jurnal Sist. Informasi), vol. 8, no. 1, pp. 18–23, 2021, doi: 10.30656/jsii.v8i1.2947.
Z. Azhar, “Pendeteksian Kerusakan Sepeda Motor Dengan Sistem Pakar Menggunakan Metode Certainty Factor,” JURTEKSI (Jurnal Teknol. dan Sist. Informasi), vol. 5, no. 2, pp. 167–174, 2019, doi: 10.33330/jurteksi.v5i2.340.
A. Yusuf, P. Studi, T. Informatika, F. Teknik, and U. M. Ponorogo, “Sistem Pakar Diagnosa Penyakit Mata Dengan Metode Forward Chaining,” vol. 2, no. 1, p. 15, 2016.
S. L. Fajri and G. W. Nurcahyo, “Sistem Pakar dalam Menganalisis Penyakit Kelenjar Getah Bening Menggunakan Metode Certainty Factor,” J. Sistim Inf. dan Teknol., vol. 3, pp. 269–274, 2021, doi: 10.37034/jsisfotek.v3i4.77.
T. Christy, “Implementasi Sistem Pakar Penyakit Cabai dengan Metode Certainty Factor,” J. Pendidik. Tambusai, vol. 6, no. 1, pp. 1546–1551, 2022.
Bananudin and V. Rosalina, “Sistem Pakar Menentukan Fashion Style Berdasarkan Kriteria Fisik Dengan Metode Certainty Factor Berbasis Web,” JSiI (Jurnal Sist. Informasi), vol. 8, no. 1, pp. 1–9, 2021, doi: 10.30656/jsii.v8i1.3092.
N. S. W. Ginting and A. S. RMS, “Sistem Pakar Diagnosa Penyakit Kacang Kedelai Menggunakan Metode Certainty Factor,” J. KomtekInfo, vol. 5, no. 2, pp. 36–41, 2018, doi: 10.35134/komtekinfo.v5i2.23.
H. Patria, A. Anton, and P. Astuti, “Sistem Pakar Menggunakan Metode Certainty Factor Untuk Mendiagnosa Penyakit Kulit Pada Hewan Kucing,” Simpatik J. Sist. Inf. dan Inform., vol. 1, no. 1, pp. 1–8, 2021, doi: 10.31294/simpatik.v1i1.70.
Y. K. Febrina, S. Defit, and G. W. Nurcahyo, “Sistem Pakar dalam Menganalisis Defisiensi Nutrisi Tanaman Hidroponik Menggunakan Metode Certainty Factor,” J. Sistim Inf. dan Teknol., vol. 3, pp. 203–208, 2021, doi: 10.37034/jsisfotek.v3i4.66.
Copyright (c) 2023 Anzas Ibezato Zalukhu, Irwan Syahputra, Suhardiansyah, Muhammad Iqbal, Rian Farta Wijaya
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (Refer to The Effect of Open Access).
.png)
.png)
