Diagnosa Gangguan Obsessive Compulsive Disorder dengan Kombinasi Metode Ripple Down Rules dan Certainty Factor
- Lenni Wati Silaban Institut Teknologi dan Bisnis Indonesia, Medan, Indonesia
- Sindi Fitri Ramadani Institut Teknologi dan Bisnis Indonesia, Medan, Indonesia
-
David JM Sembiring
*
Institut Teknologi dan Bisnis Indonesia, Medan,
Indonesia
- Sinek Mehuli Br PA Institut Teknologi dan Bisnis Indonesia, Medan, Indonesia (*) Corresponding Author
Abstract
Obsessive Compulsive Disorder (OCD) is a mental health disorder that is gaining increasing attention in the medical world and society. In Indonesia, public awareness and understanding of OCD are still low. Many OCD sufferers are unaware that they have this disorder. The main problem with OCD lies in its complex nature and difficulty in early recognition. Many OCD sufferers are unaware that their behavior is clinically abnormal because the symptoms are often considered common habits. The impact of these problems can have quite serious ongoing consequences. Individuals with OCD experience a decreased quality of life due to anxiety and compulsive behaviors that consume time and energy. In this study, the solution offered is to develop an expert system based on Ripple Down Rules (RDR) and Certainty Factor (CF). The purpose of this study is to increase public awareness and understanding of OCD, develop a system capable of making a quick and accurate initial diagnosis, facilitate the identification of OCD types, especially the Checking type, and provide support for medical personnel and psychological counselors in the initial diagnosis process. In the diagnostic calculation, the results show that Checking disorder has a percentage of 97.35%.
References
S. Rohana, T. Hastono, and S. Oyama, “Sistem Pakar Diagnosis Gangguan Obsessive Compulsive Disorder ( OCD ) Menggunakan Metode Forward Chaining Berbasis Web,” J. Din. Inform., vol. 11, no. 1, pp. 80–91, 2022.
N. Astika Simbolon, S. N. Arif, and J. Halim, “E-Diagnostic Gangguan Mental OCD (Obsessive Compulsive Disorder) Menggunakan Metode Certainty Factor,” J-SISKO TECH (Jurnal Teknol. Sist. Inf. dan Sist. Komput. TGD), vol. 7, no. 2, pp. 281–291, 2024, doi: 10.53513/jsk.v7i2.10236.
M. Bella, N. A. Hasibuan, and S. Suginam, “Sistem Pakar Untuk Mendiagnosa Penyakit Lupus Dengan Menggunakan Metode Ripple Down Rules,” J. Informatics Manag. Inf. Technol., vol. 1, no. 3, pp. 95–100, 2021.
A. W. Bangun, K. Erwansyah, and E. Elfritiani, “Sistem Pakar Mendiagnosa Penyakit Mastitis Menggunakan Metode Certainty Factor,” J. Sist. Inf. Triguna Dharma (JURSI TGD), vol. 1, no. 2, p. 80, 2022, doi: 10.53513/jursi.v1i2.4910.
M. S. Novelan, M. Syahputri, R. Favorit, S. Waruwu, and S. M. Br, “Analisis Algoritma Certainty Factor dalam Menentukan Pembagian Warisan Hukum Perdata Menggunakan Metode RDR,” J. Sist. Inf. TGD, vol. 4, no. 4, pp. 802–808, 2025.
A. Ramita Hamzah, J. Wahyudi, and R. Zulfiandry, “Penerapan Metode Ripple Down Rules untuk Mendiagnosa Penyakit Hamster (Studi Kasus Klinik Hewan Sehat Satwa Bengkulu),” J. Tek. Inform. Unika ST. Thomas, vol. 9, no. 1, pp. 2657–1501, 2024.
R. Fadlillah, L. Elfianty, and R. Zulfiandry, “Implementasi Metode Ripple Down Rule Pada Sistem Pakar Deteksi Penyakit Refraksi,” J. Sci. Soc. Res., vol. 4307, no. 1, pp. 165–172, 2024, [Online]. Available: http://jurnal.goretanpena.com/index.php/JSSR
R. S. Putra and Y. Yunus, “Sistem Pakar dalam Menganalisis Gangguan Jiwa Menggunakan Metode Certainty Factor,” J. Sistim Inf. dan Teknol., vol. 3, no. 4, pp. 227–232, 2021, doi: 10.37034/jsisfotek.v3i4.70.
K. M. Sukiakhy, Z. Zulfan, and O. Aulia, “Penerapan Metode Certainty Factor Pada Sistem Pakar Diagnosa Gangguan Mental Pada Anak Berbasis Web,” Cybersp. J. Pendidik. Teknol. Inf., vol. 6, no. 2, p. 119, 2022, doi: 10.22373/cj.v6i2.14195.
D. P. Anggraeni and H. Syafrullah, “Sistem Pakar Diagnosa Gejala Malnutrisi pada Balita Menggunakan Metode Certainty Factor,” J. Inf. dan Teknol., vol. 5, no. 4, pp. 67–72, 2023, doi: 10.60083/jidt.v5i4.419.
D. Hartania, “Sistem Pakar Diagnosa Penyakit Hipoparatiroid Dengan Menggunakan Metode Certainty Factor,” J. Sains dan Teknol. Inf., vol. 3, no. 2, pp. 61–67, 2024, doi: 10.47065/jussi.v3i2.4886.
B. Anwar, S. Andeana, A. Ambiyar, and U. Verawardina, “Penerapan Metode Certainty Factor dalam Sistem Pakar untuk Mendiagnosa Penyakit Campak pada Balita,” J. SAINTIKOM (Jurnal Sains Manaj. Inform. dan Komputer), vol. 23, no. 1, p. 181, 2024, doi: 10.53513/jis.v23i1.9526.
H. Z. Ikhsan, O. D. Nurhayati, and Y. E. Windarto, “Sistem Pakar Mendeteksi Gangguan Obsessive Compulsive Disorder Menggunakan Metode Backward Chaining,” J. Transform., vol. 17, no. 1, pp. 10–17, 2019, doi: 10.26623/transformatika.v17i1.1276.
N. Enjelita and R. Adawiyah, “Rancang Bangun Sistem Pakar Mendiagnosa Penyakit Obsessive Compulsive Disorder Dengan Metode Dempster Shafer,” Method. J. Tek. Inform. dan Sist. Inf., vol. 51, no. 1, pp. 6–12, 2019, doi: 10.46880/mtk.v5i1.412.
A. I. Zalukhu, Irwan Syahputra, Suhardiansyah, M. Iqbal, and R. F. Wijaya, “Analisis Metode Certainty Factor Pada Sistem Pakar Diagnosa Kerusakan Sepeda Motor,” Bull. Inf. Technol., vol. 4, no. 4, pp. 524–532, 2023, doi: 10.47065/bit.v4i4.1083.
M. A. Maulana, A. Jamaludin, A. Solehudin, and A. Voutama, “Sistem Pakar Diagnosis Penyakit Ginjal Menggunakan Metode Certainty Factor Berbasis Website,” INFOTECH J., vol. 9, no. 2, pp. 431–441, 2023, doi: 10.31949/infotech.v9i2.6389.
R. Oktafiani and A. Witanti, “Sistem Pakar Deteksi Awal Stunting Pada Balita Menggunakan Metode Certainty Factor,” Technol. J. Ilm., vol. 15, no. 1, p. 130, 2024, doi: 10.31602/tji.v15i1.13675.
P. N. Sari and A. S. Purnomo, “Sistem Pakar Diagnosa Infeksi Virus Pada Kucing Menggunakan Metode Certainty Factor,” Informatics Artif. Intell. J., vol. 1, no. 2, p. 49, 2024.
H. Syahputra and D. Monica Syafindy, “Sistem Pakar Diagnosa Penyakit Hepatitis Dengan Menggunakan Metode Certainty Factor,” J. Sains Inform. Terap., vol. 2, no. 1, pp. 45–50, 2022, doi: 10.62357/jsit.v2i1.186.
S. A. Prayogi, R. Helilintar, and Intan Nur Farida, “Rancang Bangun Sistem Pakar Penentuan Peyakit Domba Menggunakan Metode Certainty Factor,” in Prosiding Seminar Nasional Teknologi Dan Sains, 2024. doi: 10.33795/jip.v3i2.13.
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Copyright (c) 2025 Lenni Wati Silaban, Sindi Fitri Ramadani, David JM Sembiring, Sinek Mehuli Br PA
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