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All Journal Elkom: Jurnal Elektronika dan Komputer International Journal of Advances in Intelligent Informatics International Journal of Computing and Informatics (IJCANDI) Jurnal Pengabdian Pada Masyarakat ILKOM Jurnal Ilmiah Jurnal Ilmiah Ilmu Komputer Fakultas Ilmu Komputer Universitas Al Asyariah Mandar Jurnal Informasi dan Teknologi Indonesian Journal of Electrical Engineering and Computer Science G-Tech : Jurnal Teknologi Terapan Jurnal Abdidas Indonesian Journal of Data and Science Jurnal Teknik Informatika (JUTIF) Journal La Multiapp Jurnal Minfo Polgan (JMP) Buletin Sistem Informasi dan Teknologi Islam Ilmu Komputer untuk Masyarakat JURNAL SIPISSANGNGI: Jurnal Pengabdian Kepada Masyarakat Bulletin of Social Informatics Theory and Application The Indonesian Journal of Computer Science Engineering: Journal of Mechatronics and Education Prosiding SeNTIK STI&K JuTISI (Jurnal Teknik Informatika dan Sistem Informasi) Linier: Literatur Informatika dan Komputer
Siska Anraeni
Teknik Informatika, Universitas Muslim Indonesia, Makassar, Indonesia
Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Languange, Linguistic, Communication & Media Library & Information Science Mathematics Public Health Social Sciences Other

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Journal : Journal La Multiapp

 1 
Comparative Analysis of the Certainty Factor and Dempster-Shafer Methods in the Diagnosis of Acute Respiratory Infection in Childern Huda, Besse Nurul; Mansyur, St. Hajrah; Anraeni, Siska
Journal La Multiapp Vol. 7 No. 1 (2026): Journal La Multiapp
Publisher : Newinera Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37899/journallamultiapp.v7i1.2920

Abstract

Acute Respiratory Infections (ARI) are one of the diseases that often affect children and are a major cause of morbidity and mortality in Indonesia. Accurate early diagnosis is very important to prevent complications, but limited medical personnel and the similarity of ARI symptoms to other diseases are often obstacles. In this context, an artificial intelligence-based expert system can be a solution to support medical decisions. This article presents a comparative analysis of two inference methods commonly used in expert systems, namely Certainty Factor (CF) and Dempster-Shafer (DS). Through a Systematic Literature Review (SLR) approach, this study evaluates the performance of both methods based on accuracy, complexity, flexibility, and ease of implementation. The results of the study show that Certainty Factor excels in simplicity and efficiency, while Dempster-Shafer is more reliable in handling uncertainty and cases with many overlapping symptoms. This article is expected to be a reference for the development of more accurate and efficient medical expert systems in assisting the diagnosis of ARI in children.
Co-Authors Ainul Yaqin Anjasani Aisyah Aisyah Alfian Putra Ramadhan Amalia, Andi Cici Amaliah, Tazkirah Andi Alfian Pratama Putra Andi Nurul Dzulhijjah Anggara, Wandi Darwis, Herdianti Dewi, Nabila Vita Erick Irawadi Alwi Erick Irawadi Alwi Erick Irawadi Alwi, Erick Irawadi Fadhylah Nur Rezkyqah Fitriani Hasbullah Fitriyani Umar Furqaan Ismail Gaffar, Andi Widya Mufila Halim, Andi Ainun Dzariah Harlinda Lahuddin Hasnita Hasnita Hendrial, Hendrial Herdiansya Herdiansya Herdianti Darwis Herdianti Darwis Herdianti Herdianti Herman Herman Herman Herman Hidzrullah Ash Syuhrawardi Hilma Aszahrah Huda, Besse Nurul Ihwana As’ad Imada, Anugerah Indrabayu Indrabayu Ingrid Nurtanio Iqbal, Iwi Kurnia Irawati Irawati jabir, sitti rahmah Januaril Aditya Samudra La Ode Abdurrahman Wahid Pattawari Lahuddin, Harlinda Lokapitasari Belluano, Poetri Lestari Lutfi Budi Ilmawan, Lutfi Budi Lutfi Budiman Ilmuwan M. Dimas Taufiqurahman M. Fiqry Septiawan Manga, Abdul Rachman Mansyur, St. Hajrah Mardiyyah Hasnawi Melani, Erika Riski Mubarak, Syahrul Muh Dasriyanto Saleh Muh. Aliyazid Mude Muhammad Arfah Asis Muhammad Fadhiel Muhammad Rifqi Fauzan Muhammad Salman Al Markas Muhsina Muhsina, Muhsina Muliyadi B Mursyid Mursyid Mustari, Muhid Nia Kurniati Nia Kurniati Nugraha Wanaspati Nur Amanah Nur Hikmah Amir Nursafi'at Nursafi'at Pahendra, Muhammad Agung Maugi Pomalingo, Suwito Ramdan Satra Ramdaniah Ramdaniah Ramdaniah Ramdaniah Rifqatul Mukarramah Rina Junita Basri Saputra Troy, Muh. Indra Endriartono St. Hajrah Mansyur Sugiarti Sugiarti Sugiarti, Sugiarti Syafie, Lukman Syahrul Mubarak Abdullah Takdir Zulhaq Dessiaming Tasrif Hasanuddin Veithzal Rivai Zainal Wanaspati, Nugraha Yudha Nugraha Syailendra Yusrina Mukhlis