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Journal : Journal of Informatics and Data Science (J-IDS)

EXPERT SYSTEM FOR IDENTIFYING DENTAL DISEASES USING THE DEMPSTER-SHAFER METHOD BASED ON ANDROID khatulistiwa, jamrud; arnita, arnita
Journal of Informatics and Data Science Vol 3, No 1 (2024): JUNE 2024
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/j-ids.v3i1.51022

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.
EXPERT SYSTEM FOR IDENTIFYING DENTAL DISEASES USING THE DEMPSTER-SHAFER METHOD BASED ON ANDROID khatulistiwa, jamrud; arnita, arnita
Journal of Informatics and Data Science Vol. 3 No. 1 (2024): JUNE 2024
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/j-ids.v3i1.51022

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.
Co-Authors Abadi Simanullang, Paskah Advis Ambrosius Sitohang, Yuda Agus Waruwu, Stefen Ahmad Naufal, Ahmad Alfin, Muhammad Amalia, Seila Amanah, Fadilla Amelia Br Siregar, Ririn Amelia Vega S. Meliala, Ruth Ananda Hafika, Rizky Anastasya Carity S, Disty Andari, Arnis Wulan Anfadi, Farid Ariatna Asmin Asmin, Asmin Asyri, Al Aulia, Windy Banjarnahor, Riski Melanton Barus, Emya Lavigana Budi Akbar, Muhammad Budi Sunaryo, Budi Bush Henrydunan, John Buulolo, Fatizanolo Chairunisah Chairunisah, Chairunisah Damayanti, Elok Daulay, Nurfitri Humayro Defiyanti, Aqilah Dessi Mufti, Dessi Diah Retno Wahyuningrum Dian Septiana DIdi Febrian Dly, Revidamurti Dobry Sianipar, Freyro Domini, Gracia Edy Surya Effendy, Fachriz Eko Gani PG Eri Widyastuti Faradhilla, Anatasia Fatahillah, Fatahillah Ferdy Saputra Fitria, Amanda Gulo, Lirana Sapriani Hadi Iskandar HAFIS, AL Hafiz, Alfin Haikal Al Majid, Muhammad Hanafi, Revo Hani, Aulia Hasangapon Perapat, Gerhard Herinawati, Herinawati Herinawaty, Herinawaty Hidayat Hidayat Hidayatul Arifin, Muhammad Hidayatullah, Putra Hutapea, Risca Octaviani Hutapea, Risca Octaviyani Hutasuhut, Addiestya Rosa Illahi, Ridho Pratama Impana Manik, Kristin Insan Taufik Irya Shakila Syukron, Ananda Iskandar, Said Jamidi, Jamidi John Pardamean Hutabarat, Felix Juli Rachmadani khatulistiwa, jamrud Khoiri Nasution, Aurela Kuraini, Atifa Nuzulul Lubis, Hafiz Khalik Lubis, M. Shadri Ismaun MANSUR AS Manullang, Sudianto Marpaung, Faridawaty Maulana, Bintang Mirzazoni, Mirzazoni Muhammad Nasir Muhibuddin Muhibuddin, Muhibuddin Muthmainnah, Inna Nabila, Rinjani Cyra Napitupulu, Rusmawanty Nasuiton, Aurella Nasution, Muhammad Dana Ananda Putra Ndruru, Albert Servant Nicolas, Jogi Nisja, Indra Niska, Debi Yandra Nulhakim, Putri Aisyah Nur Aksa, Fauzah Nurarafah, Nurarafah Nuribadah, Nuribadah Pakpahan, Muhammad Yusuf Parapat, Gerhard Hasangapon Payana, Sandi Dwi Prang, Amrizal J. Pulungan, Zakiy Maulana Putri, Amelia Rahmatillah, Rahmatillah Ramadhan Manik, Albert Ramadhan, Teguh Reskya Ramadhani, Fanny Ramdhani, Fanny Rezeki, Citra Mahara Ridal, Yani Rika, Rika Rinawati Riska Amelia Romi Asmara Rumahorbo, Daniel Rumapea, Kiki Nurpitasari Said . Iskandar Saragih, Vinny Ramayani Satria, Iman Sianturi, Micahel Dolly Sihombing, Jeremia Jordan Silalahi, Niken Adelina Silfitri, Yunia Simamora, Elmanani Simanjuntak, Ferdyanto Abangan Sinaga, Marlina Setia Sinaga, May Rani Tabitha Siregar, Latifah Sitohang, Daniel Sitorus, Gabriel Fernando Sri Dewi Sri Mulyana Sriwahyuni, Yeni Sulaiman Sulaiman Suryani, Nita Syahri, Alfin Syifa Cendikia, Yolanda Tampubolon, Bungaria Tampubolon, Josua Deo Tarigan, Febry Vista Kristen Tri Widya Kurniasari Triana, Dinie tumangger, silfia Tymoty Hutabarat, Peter Wahyu Pratama, Rangga Wahyudi, Rizky Warjaya, Angga Yazid Noor, Muhammad Yulita Molliq Rangkuti Yusrizal Yusrizal Zoni, Mirza Zulfadli Zulfadli Zulfadli Zulfadli Zulfahmi Indra, Zulfahmi