Expert Diagnostic System Detecting Stress Levels in Adolescents Using Certainty Factor Method
Sistem Pakar Diagnosa Mendeteksi Tingkat Stres Pada Kalangan Remaja Menggunakan Metode Certainty Factor
DOI:
https://doi.org/10.21070/ups.8375Keywords:
Stress, Expert System, Certainty Factor;, Adolescent, Diagnosis, WebsiteAbstract
Expert System for Diagnosis Detecting Stress Levels in Adolescents Certainty Fact MethodMental health in adolescents is an important aspect that is often overlooked, whereas stress that is not handled properly can have serious impacts and trigger depression or extreme actions such as suicide. This study aims to design and build a web-based expert system that can help diagnose stress levels in adolescents aged 15–24 years. This system uses the Certainty Factor (CF) method which allows decision making based on a combination of expert and user belief values regarding the symptoms experienced. The software development methodology used is ESDLC with five main stages: problem identification, knowledge acquisition, needs analysis, system design, and testing. This system provides an interface for users to fill in stress symptoms, calculate CF levels, and display diagnostic results automatically.
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References
Fitria Amalia Rochimah, “Dampak Kuliah Daring Terhadap Kesehatan Mental Mahasiswa Ditinjau Dari Aspek Psikologi,” PsyArXiv Prepr., p. 7, 2020, [Online]. Available: https://psyarxiv.com/s5m9r/
A. Nurhaeni, D. E. Marisa, and T. Oktiany, “Peningkatan Pengetahuan Tentang Gangguan Kesehatan Mental Pada Remaja,” JAPRI J. Pengabdi. Masy. Kesehat., vol. 01, no. 01, pp. 29–34, 2022.
T. H. Putri and D. H. Azalia, “Faktor yang Memengaruhi Stres pada Remaja Selama Pandemi Covid-19,” J. Keperawatan Jiwa, vol. 10, no. 2, p. 285, 2022, doi: 10.26714/jkj.10.2.2022.285-296.
R. Destaria and Y. Yulmaini, “Sistem Pakar Diagnosa Penyakit Dispepsia Menggunakan Metode Depth First Search,” Semin. Nas. Has. Penelit. dan Pengabdi. Masy. 2022, pp. 170–183, 2022.
P. Syahwal Alam and A. Wantoro, “Sistem Pakar Pemilihan Sampo Pria Dengan Menggunakan Metode Certainty Factor,” J. Teknol. dan Sist. Inf., vol. 3, no. 4, pp. 21–27, 2022, [Online]. Available: http://jim.teknokrat.ac.id/index.php/JTSI
A. R. Novaliyan et al., “Bimbingan dan Konseling Mahasiswa yang Berbasis Sistem Pakar dengan Menggunakan Metode Faktor Kepastian,” J. Eng. Technol. Appl. Sci., vol. 3, no. 2, pp. 21–34, 2021, doi: 10.36079/lamintang.jetas-0302.234.
Farisa Sadza Wardani, PENERAPAN FORWARD CHAINING SEBAGAI IDENTIFIKASI DAMPAK NEGATIF KECANDUAN GAME ONLINE TERHADAP KESEHATAN MENTAL DAN PERILAKU REMAJA, vol. 16, no. 2. 2022.
M. Safitri, F. Insani, N. Yanti, and L. Oktavia, “Sistem Pakar Diagnosa Gangguan Stress Pasca Trauma Menggunakan Metode Certainty Factor,” J. Sist. Komput. dan Inform., vol. 4, no. 4, p. 594, 2023, doi: 10.30865/json.v4i4.6309.
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.
K. Kusumawati, B. Sitorus, and C. liya Elita Sari, “Penerapan Metode Certainty Factor Pada Sistem Pakar Diagnosa Penyakit Pencernaan,” Prosiding, vol. 4, pp. 7–12, 2023, doi: 10.59134/prosidng.v4i.546.
J. Fredy and R. Harman, “Perancangan Sistem Informasi Persediaan Stok Barang Pada Gudang Pt Bank Negara Indonesia Persero (Tbk),” J. Comasie, vol. 05, no. 02, pp. 81–89, 2021.
M. Muafi, A. Wijaya, and V. A. Aziz, “Sistem Pakar Mendiagnosa Penyakit Mata Pada Manusia Menggunakan Metode Forward Chaining,” COREAI J. Kecerdasan Buatan, Komputasi dan Teknol. Inf., vol. 1, no. 1, pp. 43–49, 2020, doi: 10.33650/coreai.v1i1.1669.
H. Alam, R. K. Ahmadi, A. Muhazir, and H. Widya, “Sistem Pakar Untuk Membantu Pengambilan Keputusan Guru Bimbingan Konseling Dengan Menggunakan Metode Forward Chaining Studi Kasus SMA Negeri 2 Kisaran,” Semin. Nas. Tek. UISU, pp. 242–247, 2021.
K. ’Afiifah, Z. F. Azzahra, and A. D. Anggoro, “Analisis Teknik Entity-Relationship Diagram dalam Perancangan Database Sebuah Literature Review,” Intech, vol. 3, no. 2, pp. 18–22, 2022, doi: 10.54895/intech.v3i2.1682.
A. T. Firdausi et al., “Pengembangan Modul Pembelajaran ERD Interaktif Pada SQLearn,” JIP (Jurnal Inform. Polinema), vol. 10, pp. 471–477, 2024.
Y. D. Wijaya and M. W. Astuti, “Pengujian Blackbox Sistem Informasi Penilaian Kinerja Karyawan Pt Inka (Persero) Berbasis Equivalence Partitions,” J. Digit. Teknol. Inf., vol. 4, no. 1, p. 22, 2021, doi: 10.32502/digital.v4i1.3163.
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