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All Journal MEDIA ELEKTRIKA WARTA Jurnal Pengabdian UntukMu NegeRI Al Ishlah Jurnal Pendidikan CIRCUIT: Jurnal Ilmiah Pendidikan Teknik Elektro Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control DoubleClick : Journal of Computer and Information Technology JURNAL SIMTIKA (Sistem Informasi dan Informatika) Jurnal Riset Informatika Jurnal Sistem Informasi Kaputama (JSIK) JATI (Jurnal Mahasiswa Teknik Informatika) Journal of Education Informatic Technology and Science Journal of Applied Data Sciences Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Jurnal Computer Science and Information Technology (CoSciTech) Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer) Jurnal Abdimas Bina Bangsa BIOS : Jurnal Teknologi Informasi dan Rekayasa Komputer Jurnal Ilmu Pendidikan (SOKO GURU) Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) Jurnal Pengabdian Masyarakat Sains dan Teknologi Journal of Software Engineering and Information System (SEIS) Jurnal Pengabdian Kepada Masyarakat Ekonomi, Pendidikan, dan Sosial Humaniora Journal of Information Systems Management and Digital Business Sintaksis: Publikasi Para Ahli Bahasa dan Sastra Inggris Katalis Pendidikan: Jurnal Ilmu Pendidikan dan Matematika Soko Guru: Jurnal Ilmu Pendidikan
Finanta Okmayura
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Religion Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Social Sciences Other

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Journal : Jurnal Computer Science and Information Technology (CoSciTech)

 1 
Implementasi Algoritma Teorema Bayes Dengan Pemodelan UML Untuk Mendiagnosis Tingkatan Gangguan Autisme Di SLB Pelita Hati Okmayura, Finanta; Agus, Weni Oktavia; Angguni, Melati; Saputro, Reihan Hersi; Mufty, Nouval Ditya
Computer Science and Information Technology Vol 5 No 2 (2024): Jurnal Computer Science and Information Technology (CoSciTech)
Publisher : Universitas Muhammadiyah Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/coscitech.v5i2.7507

Abstract

Autism, as a complex developmental disorder in children with special needs, involves delays in aspects of cognition, emotion, behavior, and social interaction. This research proposes an innovation by applying UML modeling and Bayes Theorem Algorithm to detect the level of autism disorder in Sekolah Luar Biasa (SLB) Pelita Hati. The SLB environment, faced with limited human resources and an increasing number of students, is a major challenge. The developed expert system provides an efficient solution with quick recommendations, reduces the expert's workload, and increases the detection accuracy of autism disorders. The expert approach with Bayes' Theorem provides an accurate insight into the complexity of autism disorders. Bayes' theorem is used to calculate the probability of events based on relevant observations. The application of UML modeling in the design of the expert system proved successful, producing an effective solution to support the diagnosis and treatment of autism disorders in SLB Pelita Hati. The results showed an accuracy of 94%, signifying a heavy level of confidence, with therapy recommendations such as Physiotherapy Therapy, Speech Therapy, Remedial Therapy, Cognitive Therapy, and Game Therapy, Occupational Therapy, Sensory Integrity. This research makes an important contribution in addressing the challenges in autism diagnosis approaches in special education settings.
Co-Authors Adlian Jefiza Adlian Jefiza Agus, Weni Oktavia Agustin Agustin Ahmad Khaidir Ahmad Khaidir Aidha Tita Irani Al Azhar, Safri Alfala, Resi Fazri Anfilla Tahany Angguni, Melati Anjani, Suci Putri Ansyah, Dandi Arfa Fadilah Arman, Doni Bestari Aulia Ananda Boy Zidan Nadjal Chairunnisa, Azzahra Cily Tria Marisa Dawita, Yanda Rahmadani Dayani, Fitri Nur Deprizon Dewi Fatimahwati Diny Syahputri Dira Yanti dwi winarti winarti Effendi, Noverta Efrizoni, Lusiana Eliya Mei Sisri Elvianti, Suci Ernia Juliastuti Faila, Arfa Fatayat Faturrahman, Ariya Febby Wilyani Fitri Hasanah Fitri, Tiara Greghard Shawenner Gunawan Ali Gustiara, Delya Haana Udtari Anjani Habibie, Dedi Rahman Harahap, Lelis Nawiyah Hayami, Regiolina Herdani, Inka friska Herlandy, Pratama Benny Husnah, Mirdatul Impian Sefria Nanda Indayana, Nurul Sakhila Jayus Jayus Jefiza, Adlian Junadhi, Junadhi Khairiyah Alifya Azizah Khairul Anshari Khairunnisah Khairunnisah Khalik, Ananda Difni Khusnul Hanafi Lukas, Ivander marisa, cily Melati Angguni Melly Novalia Melly Novalia Melly Novalia Melly Novalia Melly Novalia, Melly Molizarni Molizarni Mufty, Nouval Ditya Muhammad Amirulhaq Muhammad Farhan Muhammad Ryan Pratama Yudha Muhammad Zidhan Muhammad Zidhan Muslim Muslim Nanda Sopira Nelysa, Mise Novchi, Raja Widya Nur Fadilah Achmad Nurul Azani Oktariandi, Ital Pangestu, Rudi Rahayu Setianingsih rahmad Kurniawan Rahmat Hidayat Rahmat Hidayat Raihan Khairunisa Raimando, Dego Akbar Raja , Widya Novchi Raja Arlizon Raja Widya Novchi Ramadhani, Witri Risanto, Joko Risnal Diansyah, Risnal Rizky Aditya RIZKY ARDIANSYAH Robby Satria Robby Satria Robby Roma Tika Adi Putra Salsabila, Adilah Santia, Erma Saputra, Haris Tri Saputra, Tio Meylandi Saputro, Reihan Hersi Sherly Fillia Siti Niah, Siti Solihulibad, Akma Sridevi yuliani Suandevin, Hichmaed Tachta Hinggo Sulis Martiana Suryadila, Lusi Sy, Yandiko Saputra Teguh Sujana Vitriani Vitriani Vitriani Vitriani Vitriani Vitriani Vitriani Vitriani, Vitriani Wiranti Yolanda, Amalia Zaiful Bahri Zidhan, Muhammad