Sistem Pakar Diagnosis Gangguan Jiwa Dengan Metode Case Base Reasoning (CBR) Dan Similarity Probabilistic Symmetric
Abstract
This study develops an expert system for diagnosing mental disorders using the Case Based Reasoning (CBR) method and the Symmetric Similarity Method to detect types of psychiatric disorders based on patient symptoms. The CBR method is used to reason about new cases by comparing them to past cases stored in the knowledge base, while the Symmetric Similarity Method is used to calculate the degree of similarity between those cases. The research was conducted at Soeprapto Psychiatric Hospital (RSJ Soeprapto) in Bengkulu and developed the diagnostic expert system using Laravel and MySQL. With this system, the diagnostic process can be carried out more quickly and efficiently, and it can be used by the public for early detection before receiving a direct examination from a psychiatric specialist.
Downloads
References
[1] Andreswari, D., Sari, J. P., & Asmika, V. (2022). Implementasi Case Based Reasoning Untuk Mendiagnosis Gangguan Pada Sistem Pencernaan Manusia Menggunakan Algoritma Similaritas Neyman Berbasis Web. Jurnal Rekursif, 12-22.
[2] Anisa, L. (2021). Case Based Reasoning untuk Rekomendasi Bidang studi Berdasarkan Karakteristik Siswa Menggunakan Algoritma Probabilistic Symmetric. Jurnal Riset Teknologi Informasi dan Komputer (JURISTIK) , 5-11.
[3] Burbaiti, & Alfarisyi, M. F. (2023). Sejarah Internet di Indonesia. Jurnal Ilmu Komputer, Ekonomi dan Manajemen (JIKEM), 2336-2344.
[4] Elgamar. (2020). Buku Ajar Konsep Dasar Pemrograman Website Dengan PHP. Malang: CV. Multimedia Edukasi.
[5] Ernia, N., Indriastuti, D., & Risnawati. (2020). Hubungan Dukungan Instrumental Keluarga Dengan Kepatuhan Kontrol Pasien Orang. Jurnal Ilmiah Karya Kesehatan, 7.
[6] Farisandy, E. D., Asihputri, A., & Pontoh, J. S. (2023). Peningkatan Pengetahuan Dan Kesadaran Masyarakat Mengenai Kesehatan Mental. Jurnal Pengabdian kepada Masyarakat, 81-90.
[7] Hanief, S. (2020). Perancangan Aplikasi Rekapitulasi Absensi Siswa Menggunakan Java Netbeans SMK Pembangunan Bukittinggi.
[8] Khotimah, Y. N. (2024). Implementasi Sistem Pakar Forward Chaining pada Deteksi Penyakit Tanaman Selada. Jurnal Minfo Polgan, 241-253.
[9] Kuncuro, A. A. (2022, Januari 2). Sistem Pakar (Expert System). Retrieved from https://teknik-informatika-s1.stekom.ac.id/: https://teknik-informatika-s1.stekom.ac.id/artikel/sistem-pakarexpert-system
[10] Muafi, Wijaya, A., & Aziz, V. A. (2020). Sistem Pakar Mendiagnosa Penyakit Mata Pada Manusia Menggunakan Metode Forward Chaining. Core-IT: Jurnal Komputasi dan Teknologi Informasi, 43-49.
[11] Nugroho, T. (2019). Aplikasi Pemrograman Web Dinamis dengan PHP dan MySQL. Yogyakarta: Gava Media.
[12] Pailin, D. B., & Widiatmoko, Y. (2020). Rancangan Aplikasi Monitoring Online Untuk Meningkatkan. Jurnal Sistem Informasi Bisnis 01, 9-17.
[13] Palupi, D. N., Ririanty, M., & Nafikadini, I. (2019). Karakteristik Keluarga ODGJ dan Kepesertaan JKN Hubungannya dengan Tindakan Pencarian Pengobatan bagi ODGJ. Jurnal Kesehatan Vol. 7. No. 2, 82-92.
[14] Prasetyo, G. A., & Hadikurniawati, W. (2021). Sistem Pakar Menggunakan Metode Case Based Reasoning (CBR) Untuk Mendiagnosa Penyakit Kucing. MISI (Jurnal Manajemen informatika & Sistem Informasi), 78-83.
[15] Rachman, R. (2021). Implementasi Case Based Reasoning Mendiagnosa Penyakit Stroke Menggunakan Algoritma Probabilistic Symmetric. JURNAL INFORMATIKA, 10-16.
[16] Rusmawan, U. (2019). Teknik Penulisan Tugas Akhir Dan Skripsi Pemrograman. PT Elex Media Komputindo.
[17] Sansprayada, A., & Suteja, I. N. (2019). Implementasi Aplikasi Framework Laravel Studi Kasus PT. XYZ. Jurnal Teknik Informatika STMIK Antar Bangsa, 18-24.
[18] Saputra, A. (2023). Sistem Pakar Diagnosa Penyakit Kejiwaan Menggunakan Metode Forward Chaining. JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika), 1300-1313.
[19] Sari, A. P., & Suhendi. (2020). Rancang Bangun Sistem Informasi Pengelolaan Talent Film Berbasis Aplikasi Web. Jurnal Informatika Terpadu, 29-37.
[20] Yuniansyah. (2020). Algoritma dan Pemrograman Menggunakan Bahasa Pemrograman Java (Teori dan Aplikasinya).
[21] Yuniarti, R., Santi, I. H., & Puspitasari, W. D. (2022). Perancangan Aplikasi Point Of Sale Untuk Manajemen Pemesanan Bahan Pangan Berbasis Framework Laravel. Jurnal Mahasiswa Teknik Informatika, 67-74.
Copyright (c) 2026 M Zuhri; Yupianti Yupianti, Jhoanne Fredricka
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
An author who publishes in Jurnal Media Infotama agrees to the following terms:The author holds the copyright and grants the journal the right of first publication of the work simultaneously licensed under the Creative Commons Attribution-Share Alike 4.0 License which allows others to share the work with acknowledgment of the work's authorship and initial publication in this journal.Submission of a manuscript implies that the submitted work has not been previously published (except as part of a thesis or report, or abstract); that it is not being considered for publication elsewhere; that its publication has been approved by all co-authors. If and when a manuscript is accepted for publication, the author retains the copyright and retains the publishing rights without limitation.
For new inventions, authors are advised to administer the patent before publication. The license type is CC-BY-SA 4.0.
MEDIA INFORMATION REVIEW: Journal of the Faculty of Computer Science is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.You are free to:Share
— copy and redistribute material in any medium or formatAdapt
— remix, modify and develop materialfor any purpose, even commercial.
The licensor cannot revoke this freedom as long as you follow the license terms
.png)
