Penerapan Metode Certainty Factor Dalam Diagnosis Gangguan Depresi
-
Septian Rico Hernawan
*
Universitas Gadjah Mada, Yogyakarta,
Indonesia
- Hanung Adi Nugroho Universitas Gadjah Mada, Yogyakarta, Indonesia
- Indriana Hidayah Universitas Gadjah Mada, Yogyakarta, Indonesia (*) Corresponding Author
Abstract
Globalization can cause several problems and pressures of mind for both individuals and groups. Various kinds of problems can certainly lead to psychological disorders, one of which is depression. Indonesia itself is one of the countries with a high number of people with depressive disorders. Depressive disorder itself can have many consequences ranging from lack of enthusiasm to even death. Facing these serious problems, the government should be able to address the mental disorder that is currently happening. However, the reality is still far from this. Inadequate infrastructure, equality problems for each region, and shortages of experts are the main problems at this time. The expert system is considered to be a solution in solving these problems. Web-based expert systems can replace the role of experts in the process of initial diagnosis of depressive disorders, patients can also access them easily. The calculation method implemented is the Certainty Factor method. This method is considered suitable in the diagnosis of depression. The implementation of the CF method in the diagnosis of depression can provide a confidence level of up to 94.9%. The expert system is expected to be able to eliminate human errors, speed up the diagnostic process, make it easier for health workers, and provide standards for related parties in handling mental disorders
Downloads
References
Y. Lestari, Mesran, Suginam, and Fadlina, “Sistem Pakar Untuk Mendiagnosis Penyakit Tumor Otak Menggunakan Metode Certainty Factor ( CF ),” Infotek, 2017.
W. Sulistyorini and M. Sabarisman, “DEPRESI : SUATU TINJAUAN PSIKOLOGIS,” Sosio Inf., 2017.
S. Winurini, “Permasalahan Kesehatan Mental Akibat Pandemi COVID-19,” Info Singk. Kaji. Singk. terhadap Isu Aktual dan Strateg., 2020.
J. Andriyani, “STRATEGI COPING STRES DALAM MENGATASI PROBLEMA PSIKOLOGIS,” At-Taujih Bimbing. dan Konseling Islam, 2019.
A. Dirgayunita, “Depresi: Ciri, Penyebab dan Penangannya,” J. An-Nafs Kaji. Penelit. Psikol., 2016.
E. Fourianalistyawati, R. A. Listiyandini, and K. Kunci, “HUBUNGAN ANTARA MINDFULNESS DENGAN DEPRESI PADA REMAJA The Relationship between Mindfulness and Depression in Adolescents,” 2017.
I. Maulana et al., “Penyuluhan Kesehatan Jiwa untuk Meningkatkan Pengetahuan Masyarakat tentang Masalah Kesehatan Jiwa di Lingkungan Sekitarnya,” Media Karya Kesehat., 2019.
A. Astuti, “Sistem Pakar Untuk Mengetahui Gangguan Depresi Mayor Dengan Menggunakan Faktor Kepastian,” Konf. Nas. Sist. dan Inform. 2015, 2015.
M. B. Santoso, D. H. Siti Asiah, and C. I. Kirana, “BUNUH DIRI DAN DEPRESI DALAM PERSPEKTIF PEKERJAAN SOSIAL,” Pros. Penelit. dan Pengabdi. Kpd. Masy., 2018.
D. Ayuningtyas, M. Misnaniarti, and M. Rayhani, “Analisis Situasi Kesehatan Mental pada Masyarakat di Indonesia dan Strategi Penganggulannya,” J. Ilmu Kesehat. Masy., 2018.
J. A. Biles, “Building expert systems,” Proc. IEEE, 2008.
M. F. Ghozali and A. Eviyanti, “SISTEM PAKAR DIAGNOSA DINI PENYAKIT LEUKIMIA DENGAN METODE ‘CERTAINTY FACTOR,’” KINETIK, 2016.
D. Hughey, “The Traditional Waterfall Approach,” University of Missouri. 2017.
J. Arifin, “Sistem Pakar Diagnosa Penyakit Gigi dan Mulut Manusia Menggunakan Knowledge Base System dan Certainty Factor,” J. Ilm. Teknol. Inf. Asia, 2016.
D. Putu and S. Dewi, “Sistem Pakar Diagnosa Penyakit Jantung dan Paru dengan Fuzzy Logic dan Certainty Factor,” J. Ilm. Merpati (Menara Penelit. Akad. Teknol. Informasi), 2016.
R. Hamidi, H. Anra, and H. S. Pratiwi, “Analisis Perbandingan Sistem Pakar Dengan Metode Certainty Factor dan Metode Dempster-Shafer Pada Penyakit Kelinci,” J. Sist. dan Teknol. Inf., 2017.
A. Supiandi and D. B. Chandradimuka, “Sistem Pakar Diagnosa Depresi Mahasiswa Akhir Dengan Metode Certainty Factor Berbasis Mobile,” J. Inform., 2018.
A. H. Aji, M. T. Furqon, and A. W. Widodo, “Sistem Pakar Diagnosa Penyakit Ibu Hamil Menggunakan Metode Certainty Factor ( CF ),” J. Pengemb. Teknol. Inf. dan Ilmu Komput., 2018.
Bila bermanfaat silahkan share artikel ini
Berikan Komentar Anda terhadap artikel Penerapan Metode Certainty Factor Dalam Diagnosis Gangguan Depresi
Pages: 65-72
Copyright (c) 2022 Septian Rico Hernawan, Hanung Adi Nugroho, Indriana Hidayah
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (Refer to The Effect of Open Access).
