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All Journal CESS (Journal of Computer Engineering, System and Science) KLIK (Kumpulan jurnaL Ilmu Komputer) (e-Journal) Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Pilar Nusa Mandiri JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Al-Madrasah: Jurnal Ilmiah Pendidikan Madrasah Ibtidaiyah JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) JOISIE (Journal Of Information Systems And Informatics Engineering) Jurnal Mantik Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Jurnal Teknik Informatika C.I.T. Medicom TIN: TERAPAN INFORMATIKA NUSANTARA Journal Social Science And Technology For Community Service KLIK: Kajian Ilmiah Informatika dan Komputer Insearch: Information System Research Journal Jurnal Sisfotek Global Satya Informatika Bulletin of Informatics and Data Science Jurnal Informatika: Jurnal Pengembangan IT
Rini Nuraini
Universitas Nasional
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Journal : Sinkron : Jurnal dan Penelitian Teknik Informatika

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Expert System for Diagnosing Learning Disorders in Children Using the Dempster-Shafer Theory Approach Murien Nugraheni; Rini Nuraini; Mursalim Tonggiroh; Siti Nurhayati
Sinkron : jurnal dan penelitian teknik informatika Vol. 8 No. 4 (2023): Article Research Volume 8 Issue 4, October 2023
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/sinkron.v8i4.12960

Abstract

Learning disorders can occur in children where a child experiences difficulty mastering important skills such as reading, writing, or arithmetic. Learning disorders can have an emotional impact on children, such as low self-confidence, anxiety, or frustration. Therefore, it is important for parents and educators to recognize the signs of learning disorders so that appropriate intervention can be given. The aim of this research is to develop an expert system that can diagnose learning disorders in children using the Dempster-Shafer Theory algorithm to make it easier to diagnose and produce the right diagnosis. The Dempster-Shafer Theory approach has the ability to provide probability values in evidence based on the level of belief and reasoning in accordance with logic and then combine it with information from certain events. This research produces an expert system built on a website that can diagnose based on symptoms and display diagnosis results, definitions of types of learning disorders, and treatment options. The accuracy test results show a value of 92%, which means that the system built using the Dempster-Shafer Theory approach is able to diagnose learning disorders in children well.
Co-Authors ., Rusliyawati Adi Wibowo Akhmad Jayadi Alexander, Allan D Alfry Aristo Jansen Sinlae Anisah Ulfah Arisantoso Arisantoso Bagas Apriandadwi Putra Bayu Setyo Prayogi Budi Warsito Dedy Alamsyah Denis Taslim Desi nurnaningsih Destriana, Rachmat Fadllurrohman Fadllurrohman Fauzan Muhammad Fryda Fatmayati Hengki Rusdianto Ilham Wahyudi Siadi Indra Jaya Iskandar Fitri Liesnaningsih Liesnaningsih M Iwan Wahyuddin M. Hadi Prayitno Mayatopani, Hendra Muhammad Faiz Syafii Murien Nugraheni Mursalim Tonggiroh Nofitri Heriyani Norfaizah Norfaizah Nunik Yudaningsih Nurdiana Handayani Nurhasan Nugroho Petrus Jacob Pattiasina Ramadhan Lukman Ri Sabti Septarini Siti Nurhayati Susana Dwi Yulianti Syam Ramadhan Wahyul Amien Syafei Yeni Daniarti Yusra Fernando