IMPLEMENTATION OF CERTAINTY FACTOR METHOD IN WEB-BASED EAR NOSE THROAT (ENT) DISEASE DIAGNOSIS EXPERT SYSTEM
Abstract views: 227
,
PDF downloads: 268
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%.
Downloads
Download data is not yet available.
References
[1] M. M. Sigalingging, D. Andeswari, and Y. Setiawan, “Perbandingan Certainty Factor dan Dempster Shafer Mendiagnosis Penyakit THT(Telinga Hidung Tenggorokan) dengan Sistem Pakar,” J. Rekursif, vol. 7, no. 2, pp. 125–133, 2019, [Online]. Available: https://ejournal.unib.ac.id/index.php/rekursif/article/view/6972.
[2] K. Siregar and P. M. Hasugian, “Penerapan Metode Certainty Factor untuk Mendiagnosa Penyakit THT,” JUKI J. Komput. dan Inform., vol. 1, pp. 46–50, 2019.
[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.
[6] B. Dirgantara and H. Hairani, “Sistem Pakar Diagnosa Penyakit THT Menggunakan Inferensi Forward Chaining dan Metode Certainty Factor,” J. Bumigora Inf. Technol., vol. 3, no. 1, pp. 1–8, 2021, doi: 10.30812/bite.v3i1.1241.
[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.
[14] Sugianto and V. A. Ansyah, “Implementasi Metode Forward Chaining Untuk Sistem Pakar Diagnosa Penyakit Pada Panca Indra,” J. SPIRIT, vol. Vol. 11., no. 1, p. Hal. 14-21., 2019.
[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
[2] K. Siregar and P. M. Hasugian, “Penerapan Metode Certainty Factor untuk Mendiagnosa Penyakit THT,” JUKI J. Komput. dan Inform., vol. 1, pp. 46–50, 2019.
[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.
[6] B. Dirgantara and H. Hairani, “Sistem Pakar Diagnosa Penyakit THT Menggunakan Inferensi Forward Chaining dan Metode Certainty Factor,” J. Bumigora Inf. Technol., vol. 3, no. 1, pp. 1–8, 2021, doi: 10.30812/bite.v3i1.1241.
[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.
[14] Sugianto and V. A. Ansyah, “Implementasi Metode Forward Chaining Untuk Sistem Pakar Diagnosa Penyakit Pada Panca Indra,” J. SPIRIT, vol. Vol. 11., no. 1, p. Hal. 14-21., 2019.
[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.
Section
Articles
Copyright (c) 2023 Antivirus : Jurnal Ilmiah Teknik Informatika
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Copyright on any article is retained by the author(s).
- Author grant the journal, right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement 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 acknowledgement 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.
- The article and any associated published material is distributed under the Creative Commons Attribution-ShareAlike 4.0 International License
