Penerapan Metode Certainty Factor untuk Sistem Pakar Diagnosa Penyakit Degeneratif
DOI:
https://doi.org/10.30865/jurikom.v10i2.6007Keywords:
Degenerative disease, Expert system, Certaity FactorAbstract
Degenerative disease is a health condition in which organs or tissues related to the human condition continue to decline over time. This disease occurs due to changes in the body's cells which ultimately affect organ function as a whole. The current problem is the lack of public knowledge of the symptoms and types of degenerative diseases as well as the awareness to check health conditions because it is hampered by the relatively expensive cost of examinations. The purpose of this research is to design an expert system for diagnosing degenerative diseases using the Certainty Factor method so that it can make it easier for people to diagnose degenerative diseases. The research method used is the Research and Development method where the data sources used are primary and secondary data with data collection methods through observation and interviews. Research applies the certainty factor method to the diagnosis of two regenerative diseases, namely stroke and coronary heart disease, the results obtained from the calculation of the certainty factor method based on the MB weight of each disease symptom and conducting trials on three patients have obtained a CF percentage value above 90% having symptoms of Stoke disease while the results of the expert system implementation are designed on a mobile platform so that users can easily consult disease diagnoses
References
N. Fridalni, “Pengenalan Dini Penyakit Degeneratif,†J. Abdimas Saintika, vol. 1, pp. 45–50, 2019.
A. Amila, E. Sembiring, and N. Aryani, “Deteksi Dini Dan Pencegahan Penyakit Degeneratif Pada Masyarakat Wilayah Mutiara Home Care,†J. Kreat. Pengabdi. Kpd. Masy., vol. 4, no. 1, pp. 102–112, 2021.
R. Pramody, “Aplikasi Sistem Pakar Untuk Mendiagnosa Penyakit Degeneratif Pada Lansia Berbasis Web,†JATI (Jurnal Mhs. Tek. Inform., vol. 3, no. 1, pp. 269–276, 2019.
R. Agusli, R. Setiyanto, and L. Muchtar, “Sistem Pakar Diagnosa Dini Penyakit Osteoarthritis Menggunakan Metode Certainty Factor,†Acad. J. Comput. Sci. Res., vol. 4, no. 2, pp. 20–28, 2022.
K. A. F. A. Samah, S. Ibrahim, N. Ghazali, M. Suffian, M. Mansor, and W. A. Latif, “Mapping a hospital using OpenStreetMap and Graphhopper : A navigation system,†vol. 9, no. 2, pp. 661–668, 2020.
D. Maulina, “Metode Certainty Factor Dalam Penerapan Sistem Pakar Diagnosa Penyakit Anak,†J. Inf. Syst. Manag., vol. 2, no. 1, pp. 23–32, 2020.
Y. Yulhendri, “Diagnosa Kebutuhan Gizi Penderita Penyakit Degeneratif Menggunakan Sistem Pakar Berbasis Web,†J. Ilmu Komput., vol. 4, p. 127, 2019.
I. F. Ashari and V. Adhelia, “Expert System and IoT for Diagnose of Feline Panleukopenia Virus using Certainty Factor,†MATRIK J. Manajemen, Tek. Inform. dan Rekayasa Komput., vol. 21, no. 2, pp. 451–462, 2022.
A. Sucipto, Y. Fernando, R. I. Borman, and N. Mahmuda, “Penerapan Metode Certainty Factor Pada Diagnosa Penyakit Saraf Tulang Belakang,†J. Ilm. FIFO, vol. 10, no. 2, p. 18, 2019.
K. D. Prebiana and L. G. Astuti, “Penerapan Metode Certinty Factor(Cf) Dalam Pembuatan Sistem Pakar Diagnosis Penyakit Tumor Otak,†JELIKU (Jurnal Elektron. Ilmu Komput. Udayana), vol. 8, no. 3, p. 315, 2020.
J. Mantik, D. S. Kariza, A. Jamaludin, and A. Perimajaya, “Expert System Diagnosing Gastroesophageal Reflux Disease (GERD) Using Certainty-Factor Method,†J. Mantik, vol. 6, no. 3, pp. 2685–4236, 2022.
R. Ridlo, A. Hakim, A. Pangestu, and A. Jaenul, “Penerapan Metode Certainty Factor dengan Tingkat Kepercayaan pada Sistem,†vol. 2, no. July, pp. 29–37, 2021.
P. D. Sugiono, Metode Penelitian dan Pengembangan (Research and Development / R&D), Kesatu. Bandung: Alfabeta, 2019.
Prof. Dr. Sugiyono, Metode Penelitian dan pengembangan "research and development, Ke-4. Bandung: Alfabeta, 2019.
C. Y. Gobel, Rekayasa Perangkat Lunak Teori dan Praktek. Jakarta: Media Edu Pustaka, 2022.
M. Hutasuhut, T. Tugiono, and A. H. Nasyuha, “Analisis Aritmia (Gangguan Irama Jantung) Menerapkan Metode Certainty Factor,†J. Media Inform. Budidarma, vol. 5, no. 4, p. 1386, 2021.
A. Febriliansyah and P. Mauliana, “Sistem Pakar Diagnosis Penyakit Herpes Alpha Menggunakan Metode Certainty Factor Berbasis Web,†eProsiding Sist. Inf. …, vol. 3814, pp. 84–88, 2020.
A. S. Ashidiqi, I. Widaningrum, and J. Karaman, “Implementation of The Certainty Factor Method in The Expert System For Early Diagnosis of Dyslexia in Childhood,†INTENSIF J. Ilm. Penelit. dan Penerapan Teknol. Sist. Inf., vol. 7, no. 1, pp. 18–32, 2023.
M. M. Rissa et al., “Edukasi Diabetes Mellitus dan Cara Penggunaan Obat,†J. Pengabdi. Masy. Berkemajuan, vol. 6, no. Perkeni 2015, pp. 293–297, 2022.
I. P. Sari, W. I. F. Ningsih, D. F. Arinda, N. Najmah, and F. Utama, “Skrining dan konseling gizi rutin dapat meningkatan kewaspadaan terhadap penyakit degeneratif,†J. Pengabdi. Masy. Humanit. Med., vol. 3, no. 1, pp. 1–13, 2022.
