IMPLEMENTATION OF CERTAINTY FACTOR METHOD IN WEB-BASED EAR NOSE THROAT (ENT) DISEASE DIAGNOSIS EXPERT SYSTEM
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Abstract
Ear Nose Throat Disease (ENT) is a disease that affects many Indonesian people. Beji Mulyo Village is a village in the Tungkal Jaya sub-district, Banyuasin district, Palembang City. This village only has a health center and a midwife as the head of health in the village. The problem experienced by Beji Mulyo Village is the lack of experts to treat ENT diseases. Besides that, to find an ENT specialist, the community has to travel quite a distance to find a hospital in the city. Therefore it is necessary to implement an expert system with the certainty factor method with the aim of being able to help and facilitate the community in providing diagnostic information related to diseases and initial treatment to detect diseases that can be given to people affected by ear disease. The results of testing the system from 20 patient data with the application of the certainty factor method obtained an accuracy rate above 98%.
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References
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[3] S. Nurhayati et al., “jurnal SISTEM PAKAR DIAGNOSA PENYAKIT TELINGA HIDUNG TENGGOROKAN,” pp. 43–48, 2022.
[4] I. Imamah and A. Siddiqi, “Penerapan Teorema Bayes untuk Mendiagnosa Penyakit Telinga Hidung Tenggorokan (THT),” MATRIK J. Manajemen, Tek. Inform. dan Rekayasa Komput., vol. 18, no. 2, pp. 268–275, 2019, doi: 10.30812/matrik.v18i2.398.
[5] A. Y. Labolo, A. Anas, B. Betrisandi, and W. Yunus, “Penerapan Metode Fuzzy Mamdani Untuk Mendeteksi Penyakit Telinga Pada Puskesmas Marisa,” Simtek J. Sist. Inf. dan Tek. Komput., vol. 7, no. 1, pp. 69–73, 2022, doi: 10.51876/simtek.v7i1.126.
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[7] 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.
[8] A. NurJumala, N. A. Prasetyo, and H. W. Utomo, “Sistem Pakar Diagnosis Penyakit Rhinitis Menggunakan Metode Forward Chaining Berbasis Web,” JURIKOM (Jurnal Ris. Komputer), vol. 9, no. 1, p. 69, 2022, doi: 10.30865/jurikom.v9i1.3815.
[9] D. Setiawan, “PERANCANGAN SISTEM PAKAR DIAGNOSA PENYAKIT OTITIS MENGGUNAKAN METODE FORWARD CHAINING DAN CERTAINTY FACTOR,” vol. 1, no. 1, pp. 1–7, 2021.
[10] 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, doi: 10.22441/fifo.2018.v10i2.002.
[11] N. Febriani, A. Tenriawaru, A. N. Basyarah, L. O. Saidi, N. Ransi, and L. Surimi, “Penerapan Metode Teorema Bayes untuk Diagnosa Penyakit Telinga Hidung dan Tenggorokan (THT),” Konf. Nas. Ilmu Komput., pp. 328–335, 2021.
[12] M. Muktar, M. Rahmayu, and B. Sudrajat, “Sistem Pakar Diagnosa Penyakit Tht Berbasis Web Dengan Menggunakan Metode Certainty Factor,” J. Inov. Inform., vol. 5, no. 1, pp. 45–54, 2020, doi: 10.51170/jii.v5i1.33.
[13] L. Simorangkir and D. P. Sari, “Sistem Pakar Diagnosis Penyakit Tht Menggunakan Metode Certainty Factor (Studi Kasus : Rsud H. Abdul Manap Jambi),” Fortech, vol. 2, no. 1, pp. 13–20, 2018.
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[15] W. Verina, “Penerapan Metode Forward Chaining untuk Mendeteksi Penyakit THT,” Jatisi, vol. 1, no. 2, pp. 123–138, 2015.
[16] F. A. El Hakim, H. Nurul, and R. K. Dewi, “Sistem Pakar Diagnosis Penyakit Telinga Hidung Tenggorokan (THT) Menggunakan Metode Naive Bayes Berbasis Android,” J. Pengemb. Teknol. Inf. dan Ilmu Komput. Univ. Brawijaya, vol. 2, no. 4, pp. 1492–1500, 2018
Published
2023-09-08
How to Cite
[1]
M. Sihotang and P. T. Setyaningrum, “IMPLEMENTATION OF CERTAINTY FACTOR METHOD IN WEB-BASED EAR NOSE THROAT (ENT) DISEASE DIAGNOSIS EXPERT SYSTEM”, antivirus, vol. 17, no. 1, pp. 87-96, Sep. 2023.
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