ANALYSIS AND DESIGN OF AN EXPERT SYSTEM TO DIAGNOSE HIGH BLOOD PRESSURE USING THE BACKWARD CHAINING METHOD
DOI:
https://doi.org/10.52523/jhast.v3i2.80Keywords:
Expert System, Hypertension, Diagnosis, Backward Chaining, Public Health CenterAbstract
Hypertension, commonly known as a "silent killer," requires early detection and accurate diagnosis to prevent serious complications. This is especially crucial in primary healthcare facilities like Puskesmas Abab in Penukal Abab Lematang Ilir (PALI), where access to specialists is limited. This research developed a web-based expert system for hypertension diagnosis using the backward chaining method. The goal was to expedite medical decision-making, enhance efficiency, and improve diagnostic accuracy. Using a qualitative prototyping methodology (involving observation, literature reviews, and interviews with healthcare professionals), the system was designed with a user interface, a knowledge base, and an explanation module. Testing results showed that the system accurately diagnoses hypertension based on symptoms, aligning very well with actual medical evaluations. This confirms the effectiveness of the backward chaining method in increasing diagnostic speed and accuracy. The system also has the potential for further development to include other diseases and integrate with national health information systems
References
Antihipertensi, P., Keberhasilan, T., & Hipertensi, T. P. (2025). Jurnal Inovasi Kesehatan Adaptif LITERATURE REVIEW : HUBUNGAN RASIONALITAS. 7, 66–72.
Bell, K., Doust, J., McGeechan, K., Horvath, A. R., Barratt, A., Hayen, A., Semsarian, C., & Irwig, L. (2021). The potential for overdiagnosis and underdiagnosis because of bloodpressure variability: A comparison of the 2017 ACC/AHA, 2018 ESC/ESHand 2019 NICE hypertension guidelines. Journal of Hypertension, 39(2), 236–242. https://doi.org/10.1097/HJH.0000000000002614
Campbell, N. R. C., Burnens, M. P., Whelton, P. K., Angell, S. Y., Jaffe, M. G., Cohn, J., Brito, A. E., Irazola, V., Brettler, J. W., Roccella, E. J., Figueredo, J. I. M., Rosende, A., & Ordunez, P. (2022). 2021 World Health Organization guideline on pharmacological treatment of hypertension: Policy implications for the Region of the Americas. Revista Panamericana de Salud Publica/Pan American Journal of Public Health, 46, 100219. https://doi.org/10.1016/j.lana.2022.100219
Diva Sukma Az-zahra, Yurni Fadhillah, Aisah Yuningsih, & Sigit Djalu Purwoko. (2024). Analisis Sistem E-Procurement Pengadaan Barang Dan Jasa. Jurnal Kajian Dan Penelitian Umum, 2(1), 53–60. https://doi.org/10.47861/jkpu-nalanda.v2i1.841
Ermi Rosmita, Prisca Diantra Sampe, Tito Pangesti Adji, Naela Khusna Faela Shufa, Nasir Haya, Isnaini Isnaini, Frankie Jantje Hendrikus Taroreh, Veronica Yonita Wongkar, Ignatia Rosali Honandar, Ronaldo Ferdy Ignatius Rottie, M. S. (2024). Metode Penelitian Kualitatif. CV. Gita Lentera. https://books.google.co.id/books?id=rfoUEQAAQBAJ&lpg=PP1&vq=abstrak&hl=id&pg=PP1#v=onepage&q=abstrak&f=false
Hasyim, A. M., Dwanoko, Y. S., & Aziz, A. (2020). Rancang Bangun Sistem Informasi Manajemen Gudang Apotek Menggunakan Model Software Developmen Life Cycle (Sdlc) Di Apotek Marifa. RAINSTEK : Jurnal Terapan Sains & Teknologi, 1(4), 11–21. https://doi.org/10.21067/jtst.v1i4.3119
Ibnu, F., & Hidayati, R. N. (2025). Deteksi Faktor Risiko Hipertensi Yang Dapat Dimodifikasi dalam Upaya Perilaku Pencegahan Klien Hipertensi.
Inayatullah, A. A. (2024). Analisis Diagnosa Learning Difficulty dalam Kegiatan Pembelajaran. Jurnal Kreativitas Mahasiswa, 2(1), 127–135.
Jambak, M. F., Kadarwati, S., & Supratikta, H. (2024). MANAJEMEN TERHADAP PENINGKATAN PRODUKTIVITAS KARYAWAN BADAN WAKAF AL-QUR ’ AN. 1237–1247. https://doi.org/10.62567/micjo.v1i3.14
Kurniadi, D., Mulyani, A., & Rahayu, S. (2021). Implementasi Metode Forward Chaining Pada Sistem Pakar Diagnosis Keperawatan Penyakit Stroke Infark. Aiti, 17(2), 104–117. https://doi.org/10.24246/aiti.v17i2.104-117
Kurniawan, H., Wijaya, N., Anggreiny, C. D., Studi, P., Dokter, P., Kedokteran, F., Kuala, U. S., & Aceh, B. (2025). Studi Kasus : Edukasi Aspek Preventif pada Pengelolaan Hipertensi. 4(1), 11–21. https://doi.org/10.55123/abdikan.v4i1.4804
Melinda. (2022). Pemanfaatan Artificial Intelligence Chatbot Tarra (Toyota Interactive Virtual Assistant) Dalam Meningkatkan Customer Relationship Management Di Agung Toyota Pangkalan Kerinci. Skripsi, 4647, 14–46.
Nomor, V., Solehudin, S., Yuliza, E., Lestari, N. E., & Shifa, N. A. (2025). Jurnal Pengabdian Bidang Kesehatan Penyuluhan Kesehatan Masyarakat dengan Penyakit Hipertensi di Kelurahan Paledang Kota Bogor Public Health Counseling for Hypertension Patients in Paledang Village , Bogor City Prodi S1 Keperawatan Fakultas Ilmu Kesehatan.
Prahmana, A. J., Primawati, A., & Irawan, A. (2025). Sistem Pakar Diagnosa Penyakit Otitis Media dengan Menggunakan Forward Chaining. Semnas Ristek (Seminar Nasional Riset Dan Inovasi Teknologi), 9(1), 226–231. https://doi.org/10.30998/semnasristek.v9i1.7492
Prastian, A., Resmi, M. G., & Sunandar, M. A. (2024). Perancangan Sistem Pakar Mendiagnosa Penyakit Demam Berdarah Dengue Menggunakan Metode Certainty Factor. INFOTECH Journal, 10(2), 211–217. https://doi.org/10.31949/infotech.v10i2.10694
Rachman, R., Armayanti, S., & Kusnandar, T. (2023). Web-Based Expert System For Respiratory Disorders In Human Using Backward Chaining Method. Informatics Management, Engineering and Information System Journal, 1(1), 35–38. https://doi.org/10.56447/imeisj.v1i1.214
Renaningtias, N., & Apriliani, D. (2021). Penerapan Metode Prototype Pada Pengembangan Sistem Informasi Tugas Akhir Mahasiswa. Rekursif: Jurnal Informatika, 9(1). https://doi.org/10.33369/rekursif.v9i1.15772
Roulston, K., & Halpin, S. N. (2022). Designing Qualitative Research Using Interview Data. In The SAGE Handbook of Qualitative Research Design. https://doi.org/10.4135/9781529770278.n41
Royal, K. (2017). Medical Students Fail Blood Pressure Measurement Challenge : Implications for Measurement. 1–2.
Rupawan, R. S., Fadilah, Z., & Febriansyah. (2025). Pemanfataan Teknologi Informasi dalam Manajemen Pelayanan Publik di Era Digital: Studi Kasus Pendaftaran Online di Puskesmas Pasiran Jaya. Komsospol, 5(1), 55–65. https://jurnal.umko.ac.id/index.php/komsospol/article/view/1570
Sihombing, D. M. P., & Sitio, A. S. (2021). Penerapan Sistem Pakar Mendiagnosa Kerusakan Sepeda Motor Automatic dan Injeksi Berbasis Android Dengan Metode Forward Chaining. Jurnal Sistem Informasi Kaputama (JSIK ), 5(2), 106–114. https://doi.org/10.59697/jsik.v5i2.701
Subekti, P., & Pratama, A. (2024). Analisis dan Perancangan Sistem Informasi Perpustakaan Digital Berbasis Web. Data Science and Information System (DIMIS), 2(2), 70–79. https://doi.org/10.58602/dimis.v2i2.123
Wulandari, D. S., & Rohman, M. G. (2023). Implementasi Metode Naïve Bayes Pada Sistem Pakar Diagnosa Penyakit Tuberculosis. Generation Journal, 7(3), 64–76. https://doi.org/10.29407/gj.v7i3.21054
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