Analisis Perbandingan Certainty Factor dan Dempster Shafer Dalam Diagnosis Penyakit Porfiria Menggunakan Metode Perbandingan Eksponensial
- Firahmi Rizky Universitas Muhammadiyah Sumatera Utara, Medan, Indonesia
- Zulham Zulham Universitas Dharmawangsa, Medan, Indonesia
-
Asyahri Hadi Nasyuha
*
Universitas Teknologi Digital Indonesia, Yogyakarta,
Indonesia
- Ananda Hadi Elyas Universitas Dharmawangsa, Medan, Indonesia
- Rikie Kartadie Universitas Teknologi Digital Indonesia, Yogyakarta, Indonesia (*) Corresponding Author
Abstract
Porphyria refers to a group of genetic disorders that affect the metabolism of porphyrins in the body. Porphyrin itself is a molecule that plays a role in the synthesis of hemoglobin, which functions as a carrier of oxygen in the blood. Disturbances in porphyrin metabolism can lead to the accumulation of porphyrins or their precursors, which in turn can produce a variety of symptoms. Porphyria comes in many forms, including acute porphyria and skin porphyria, each with its own unique symptoms. Nervous system and skin problems are common in porphyria patients, and if not treated properly, their health condition can deteriorate. A unique approach is needed to provide answers to this problem because it is still challenging to develop practical ways to address the problems experienced by patients. Certainty Factor and Dempster Shafer methods are two techniques that are widely used in the field of disease diagnosis today, where expert systems are often applied. But building expert systems in multiple disciplines is difficult due to uncertainty. Therefore, it is important to research and distinguish the many ways that these systems can be built. The exponential comparison approach is one of the most straightforward comparison techniques and helps minimize bias in the analysis process. To identify candidiasis in humans, this study attempted to apply, evaluate, and compare the two methodologies, as well as compare the results with the exponential comparison method. Comparative findings suggest that the Dempster Shafer technique provides a more precise diagnosis of porphyria
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References
S. Maida and O. Sunggu, “Sistem Pakar Diagnosa Penyakit Porfiria Menerapkan Metode Fuzzy Mamdani,” vol. 2, no. 1, pp. 1–7, 2022.
R. A. Purba, “GAMBARAN FAKTOR–FAKTOR RISIKO TIMBULNYA MELASMA DI POLIKLINIK KULIT DAN KELAMIN RSU ROYAL PRIMA DAN MURNI TEGUH MEMORIAL HOSPITAL KOTA MEDAN PADA BULAN DESEMBER 2018-JANUARI 2019,” 2019.
B. H. Hayadi, Sistem pakar. Deepublish, 2018.
R. Hardianto and C. Kusuma, “Rancang Bangun Sistem Pakar Penentuan Kepribadian,” J. Sist. Komput. dan Inform., vol. 1, no. 1, pp. 45–51, 2019.
K. E. Setyaputri, A. Fadlil, and S. Sunardi, “Analisis Metode Certainty Factor pada Sistem Pakar Diagnosa Penyakit THT,” J. Tek. Elektro, vol. 10, no. 1, pp. 30–35, 2018, doi: 10.15294/jte.v10i1.14031.
A. Rosana, G. Pasek, S. Wijaya, and F. Bimantoro, “Sistem Pakar Diagnosa Penyakit Kulit pada Manusia dengan Metode Dempster Shafer (Expert System of Diagnosing Skin Disease of Human being using Dempster Shafer Method),” J-Cosine, vol. 4, no. 2, pp. 129–138, 2020.
P. S. Ramadhan and U. F. S. Sitorus Pane, “Analisis Perbandingan Metode (Certainty Factor, Dempster Shafer dan Teorema Bayes ) untuk Mendiagnosa Penyakit Inflamasi Dermatitis Imun pada Anak,” J. SAINTIKOM (Jurnal Sains Manaj. Inform. dan Komputer), vol. 17, no. 2, p. 151, 2018, doi: 10.53513/jis.v17i2.38.
Z. Panjaitan, H. Hafizah, R. I. Ginting, and A. Amrullah, “Perbandingan Metode Certainty Factor dan Theorema Bayes dalam Mendiagnosa Penyakit Kandidiasis pada Manusia Menggunakan Metode Perbandingan Eksponensial,” J. Media Inform. Budidarma, vol. 5, no. 3, p. 1097, 2021, doi: 10.30865/mib.v5i3.3078.
R. Ginting, M. Zarlis, and R. Rosnelly, “Analisis Perbandingan Metode Certainty Factor dan Teorema Bayes untuk Mendiagnosa Penyakit Autis Pada Anak,” J. Media Inform. Budidarma, vol. 5, no. 2, p. 583, 2021, doi: 10.30865/mib.v5i2.2930.
A. H. Nasyuha, M. I. Perangin Angin, and M. M. Marsono, “Implementasi Dempster Shafer Dalam Diagnosa Penyakit Impetigo Pada Balita,” J. Media Inform. Budidarma, vol. 4, no. 3, p. 700, 2020, doi: 10.30865/mib.v4i3.1901.
A. Supiandi and D. B. Chandradimuka, “Sistem Pakar Diagnosa Depresi Mahasiswa Akhir Dengan Metode Certainty Factor Berbasis Mobile,” J. Inform., vol. 5, no. 1, pp. 102–111, 2018.
M. A. Pratama et al., “Expert System Mendiagnosa Kerusakan Pada Sepeda Motor Vespa Jenis Kongo 1965 Menggunakan Metode Dempster Shafer Pada Bengkel Scooter Bongkar Servizio,” J. Cyber Tech, vol. 1, no. 3, 2021.
R. O’Malley, G. Rao, P. Stein, and O. Bandmann, “Porphyria: often discussed but too often missed,” Pract. Neurol., vol. 18, no. 5, pp. 352–358, 2018.
S. Batubara, S. Wahyuni, and E. Hariyanto, “Penerapan Metode Certainty Factor Pada Sistem Pakar Diagnosa Penyakit Dalam,” in Seminar Nasional Royal (SENAR), 2018, vol. 1, no. 1, pp. 81–86.
I. H. Santi and B. Andari, “Sistem pakar untuk mengidentifikasi jenis kulit wajah dengan metode certainty factor,” INTENSIF J. Ilm. Penelit. dan Penerapan Teknol. Sist. Inf., vol. 3, no. 2, pp. 159–177, 2019.
A. O. Pasaribu, M. Mesran, and Y. Hasan, “SISTEM PAKAR MENDIAGNOSA PENYAKIT LEPTOSPIROSIS MENGGUNAKAN METODE CERTAINTY FACTOR,” Pelita Inform. Inf. dan Inform., vol. 7, no. 2, pp. 138–144, 2018.
D. Aldo, “Sistem Pakar Diagnosis Hama Dan Penyakit Bawang Merah Menggunakan Metode Dempster Shafer,” Komputika J. Sist. Komput., vol. 9, no. 2, pp. 85–93, 2020, doi: 10.34010/komputika.v9i2.2884.
K. Kirman, A. Saputra, and J. Sukmana, “Sistem Pakar Untuk Mendiagnosis Penyakit Lambung Dan Penanganannya Menggunakan Metode Dempster Shafer,” Pseudocode, vol. 6, no. 1, pp. 58–66, 2019, doi: 10.33369/pseudocode.6.1.58-66.
C. Nas, “Sistem Pakar Diagnosa Penyakt Tiroid Menggunakan Metode Dempster Shafer,” J. Teknol. Dan Open Source, vol. 2, no. 1, pp. 1–14, 2019.
Z. Panjaitan, H. Hafizah, R. I. Ginting, and A. Amrullah, “Perbandingan Metode Certainty Factor dan Theorema Bayes dalam Mendiagnosa Penyakit Kandidiasis pada Manusia Menggunakan Metode Perbandingan Eksponensial,” J. MEDIA Inform. BUDIDARMA, vol. 5, no. 3, pp. 1097–1106, 2021.
W. Ningsih, N. A. Hasibuan, and E. Hatmi, “Analisa Perbandingan Metode Certainty Factor dan Teorema Bayes Untuk Mendiagnosa Penyakit Asam Urat,” KOMIK (Konferensi Nas. Teknol. Inf. dan Komputer), vol. 6, no. 1, pp. 234–241, 2023.
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