EXPERT SYSTEM FOR IDENTIFYING DENTAL DISEASES USING THE DEMPSTER-SHAFER METHOD BASED ON ANDROID

jamrud khatulistiwa, arnita arnita

Abstract



The ability of an expert system to identify symptoms is not as optimal as that of a specialist because there are still uncertainties that can cause errors in identification. Therefore, the Dempster-Shafer method is used to calculate expert system uncertainty. This dental disease identification system is designed as an Android application. Then, system accuracy is tested by comparing system identification results with test data from medical records of patients with dental disease. From the results of the tests that have been carried out, the match value is obtained for as many as 26 suitable cases. So as to produce a percentage of accuracy of 86.67% in 30 cases. Overall, it can be concluded that the use of the Dempster-Shafer method in this expert system is valid for identifying dental diseases.


Full Text:

PDF

References


I. Romli, E. Romansyah, and A. Permana, “Implementasi Sistem Pakar menggunakan Metode Certainty factor Untuk Mendiagnosa Penyakit Herpes Zoster,” J. JTIK (Jurnal Teknol. Inf. dan Komunikasi), vol. 4, no. 2, p. 110, 2020, doi: 10.35870/jtik.v4i2.158.

A. M. L. Suratri, T. P. Agus, and T. A. Jovina, “Gambaran Status Kesehatan Gigi dan Mulut pada Masyarakat di,” Ejournal2.Litbang.Kemkes, vol. 5, no. 2, pp. 1–10, 2021, [Online]. Available: https://ejournal2.litbang.kemkes.go.id/index.php/jpppk/article/view/5676/2794.

B. A. Sukarno and A. F. Rozi, “Sistem Pakar Diagnosa Penyakit Gigi dan Mulut Menggunakan Metode Certainty Factor,” J. Inf. Syst. …, 2021, [Online]. Available: http://jisai.mercubuana- yogya.ac.id/index.php/jisai/article/download/39/8.

C. Nas, “Sistem Pakar Diagnosa Penyakit Gigi Dan Mulut Menggunakan Metode Case-Based Reasoning,” vol. 9, no. 2, pp. 202–214, 2019.

P. Pramarta, D. R. Irawati, and S. Mardiyati, “APLIKASI SISTEM PAKAR DIAGNOSA PENYAKIT GIGI DAN MULUT BERBASIS WEBSITE,” J. Inf. Syst. Applied, Manag. Account. Res. http//journal.stmikjayakarta.ac.id/index.php/jisamar, vol. 5, no. 4, pp. 1054–1065, 2021, doi: 10.52362/jisamar.v5i4.607.

Y. Yuliyana and A. S. R. M. Sinaga, “Sistem Pakar Diagnosa Penyakit Gigi Menggunakan Metode Naive Bayes,” Fountain Informatics J., vol. 4, no. 1, p. 19, 2019, doi: 10.21111/fij.v4i1.3019.

N. K. Pebriyanti and A. W. Andika, “Sistem Pakar Penentuan Tanaman Obat pada Penyakit THT berbasis Web,” SINTECH (Science Inf. Technol. J., vol. 1, no. 1, pp. 34–40, 2018, doi: 10.31598/sintechjournal.v1i1.198.

N. E. Saragih and R. Adawiyah, “Penerapan Metode Dempster Shafer Untuk Sistem Deteksi Gangguan Kecemasan Obsessive Compulsive Disorder Berbasis Web,” J. Media Inform. Budidarma, vol. 5, no. 1, p. 48, 2021, doi: 10.30865/mib.v5i1.2533.

Diana, “IMPLEMENTASI METODE DEMPSTER SHAFER DAN DESAIN BASIS DATA PADA SISTEM PAKAR DIAGNOSA PENYAKIT MATA,” J. Ilm. MATRIK, vol. 19, no. 2, pp. 161–176, 2017.

A. Rusydi and F. N. Hasan, “Implementasi business intelligence untuk visualisasi kekuatan sinyal internet di Indonesia menggunakan platform tableau,” TEKNOSAINS J. Sains, Teknol. dan Inform., vol. 10, no. 1, pp. 132–141, 2023, doi: 10.37373/tekno.v10i1.378.

Yuniarti, S. Damarini, E. Destariyani, E. Puspita, and J. Kristianto, “Model Pengembangan Antental Care Berbasis Android ‘My Ada’ pada Ibu Hamil Info,” Heal. SAINS, vol. 4, no. 1, pp. 74–90, 2023.

I. Maulana, A. G. Adirakasiwi, A. Warmi, Purwantoro, moza latisya Riswandi, and sulis regita Cahyani, “Rancangan Aplikasi Les Privat Matematika Berbasis Android,” Remik Ris. dan E-Jurnal Manaj. Inform. Komput. Vol., vol. 7, no. 1, pp. 53–62, 2023.

R. Aysyah et al., Penelitian dan Pengembangan. Medan: Yayasan Kita Menulis, 2022.

Sunaryono, W. Riyanta, and T. Arifianto, “Penerapan Metode Research and Development Untuk Pengembangan Sumber Belajar Digital ( Open Course Ware ) di Politeknik Perkeretaapian Indonesia Madiun,” vol. 4, no. 2, pp. 246–254, 2022.

W. NINGSIH and H. Nurfauziah, “PERBANDINGAN MODEL WATERFALL DAN METODE PROTOTYPE UNTUK PENGEMBANGAN APLIKASI PADA SISTEM INFORMASI,” J. Ilm. METADATA, vol. 5, no. 1, pp. 83–95, 2023.

S. B. Sembiring, A. A. G. Agung, and P. A. Antara, “Media Audio Visual dengan Tema Lingkunganku Terhadap Keterampilan Berbicara Anak di Depan Umum,” J. Pendidik. Anak Usia Dini Undiksha, vol. 9, no. 3, p. 371, 2021, doi: 10.23887/paud.v9i3.40134.

A. AMALIYA, S. Pribadi, Y. M. Akbar, and S. Sitam, “PERIODONTAL DISEASE : A RISE IN PREVALENCE IN MILITARY TROOPS PENYAKIT PERIODONTAL,” vol. 8, p. 6, 2021.

F. Nugroho and A. U. Bani, “Penerapan Metode Dempster Shafer Pada Sistem Pakar Diagnosa Penyakit Usus Halus,” J. Media Inform. Budidarma, vol. 6, no. 1, p. 243, 2022, doi: 10.30865/mib.v6i1.3468.

H. Mayatopani, R. Subekti, N. Yudaningsih, and M. Sanwasih, “Pengembangan Sistem Pakar Diagnosa Gangguan Mental dengan Mesin Inferensi Menggunakan Algoritma Dempster-Shafer Theory,” J. Buana Inform., vol. 13, no. 1, pp. 66–76, 2022, doi: 10.24002/jbi.v13i1.5568.

F. Okmayura, V. Vitriani, and M. Novalia, “Dempster Shafer Algorithm For Expert System Early Detection of Anxiety Disorders,” Lontar Komput. J. Ilm. Teknol. Inf., vol. 12, no. 2, p. 112, 2021, doi: 10.24843/lkjiti.2021.v12.i02.p05.

R. Mujahiddin, Zaeniah, and B. Imran, “RANCANG BANGUN SISTEM PAKAR DIAGNOSA PENYAKIT PADA TANAMAN CABAI DENGAN METODE CERTAINTY FACTOR,” J. Kecerdasan Buatan dan Teknol. Inf., vol. 2, no. 1, pp. 11–19, 2023.

69-75. Sandhiyasa, I. M. S., Asana, I. M. D. P., Kherismawati, N. P. E., Satyawan, I. W. W. G. A., & Widyantara, I. M. O. (2022). Sistem Pakar Diagnosa Penyakit Gigi dan Mulut Dengan Metode Dempster Shafer. Prosiding SISFOTEK, 6(1), “Sistem Pakar Diagnosa Penyakit Gigi Dan Mulut Menggunakan Metode Case-Based Reasoning,” J. Digit, vol. 9, no. 2, p. 202, 2019, doi: 10.51920/jd.v9i2.122.

R. Azhar, A. Surahman, and C. Juliane, “Analisis Sentimen Terhadap Cryptocurrency Berbasis Python TextBlob Menggunakan Algoritma Naïve Bayes,” J. Sains Komput. Inform. (J-SAKTI, vol. 6, no. 1, pp. 267–281, 2022.

C. Cahyaningtyas, Y. Nataliani, and I. R. Widiasari, “Analisis Sentimen Pada Rating Aplikasi Shopee Menggunakan Metode Decision Tree Berbasis SMOTE,” Aiti, vol. 18, no. 2, pp. 173–184, 2021, doi: 10.24246/aiti.v18i2.173-184.

M. Wasil, H. Harianto, and F. Fathurrahman, “Pengaruh Epoch pada Akurasi menggunakan Convolutional Neural Network untuk Klasifikasi fashion dan Furniture,” Infotek J. Inform. dan Teknol., vol. 5, no. 1, pp. 53–61, 2022, doi: 10.29408/jit.v5i1.4393.




DOI: https://doi.org/10.24114/j-ids.v3i1.51022

Article Metrics

Abstract view : 16 times
PDF - 23 times

Refbacks

  • There are currently no refbacks.


Journal of Informatics and Data Science (J-IDS)

ISSN (Online) : 2964-0415

Published By Computer Science Study Program, Faculty of Mathematics and Natural Sciences, Universitas Negeri Medan.

Website: https://jurnal.unimed.ac.id/2012/index.php/jids/index

Email : jids@unimed.ac.id

This work is licensed under a Creative Commons Attribution 4.0 International License.