The Use of Forward Chaining for Early Detection of Hepatitis B Risk Among Pregnant Women at Beber Community Health Center, Cirebon Regency
DOI:
https://doi.org/10.62817/jkbl.v19i2.543Keywords:
early detection, forward chaining, hepatitis B, pregnant women, web-based systemAbstract
Hepatitis B virus (HBV) infection remains a major public health problem in Indonesia, particularly among pregnant women, where delayed detection may increase the risk of mother-to-child transmission as well as serious complications such as cirrhosis and hepatocellular carcinoma. The high cost of laboratory testing may contribute to delays in diagnosis and treatment. This study aimed to design a web-based early detection system for hepatitis B in pregnant women using the Forward Chaining method. A mixed-methods approach with a Research and Development (R&D) design was employed to develop and evaluate the system. The developed system was tested on 30 respondents and achieved a 100% success rate in black-box testing. Validation results showed a sensitivity of 100%, specificity of 90%, positive predictive value (PPV) of 82%, negative predictive value (NPV) of 100%, and an accuracy of 93%, indicating good diagnostic performance. The developed system can assist in the early detection of hepatitis B among pregnant women and may support earlier identification of the risk of mother-to-child transmission in primary healthcare settings.
References
Aprianto, A. K., Permadi, I., & Wijayanto, B. (2023). Expert system for diagnosing cat diseases using forward chaining method on Telegram bot. Jurnal Teknik Informatika (JUTIF), 4(4), 857–866. https://doi.org/10.52436/1.jutif.2023.4.4.1207
Febriyanti, N. M. D., Sudana, A. A. K. O., & Piarsa, I. N. (2021). Implementasi black box testing pada sistem informasi manajemen dosen. JITTER: Jurnal Ilmiah Teknologi dan Komputer, 2(3), 535. https://doi.org/10.24843/JTRTI.2021.v02.i03.p12
Hasanah, F. N. (2020). Buku ajar rekayasa perangkat lunak. Umsida Press. https://doi.org/10.21070/2020/978-623-6833-89-6
Hendra, H., & Riti, Y. F. (2023). Perancangan dan implementasi website dengan konsep UI/UX untuk mengoptimalkan marketing perusahaan. Jurnal Informatika dan Teknik Elektro Terapan, 11(3s1). https://doi.org/10.23960/jitet.v11i3s1.3430
Herlambang, B. A., Prathama, A. G., & Waliyansyah, R. R. (2021). Aplikasi pendeteksi dini penyakit hepatitis menggunakan mesin inferensi forward chaining berbasis Android. Journal of Applied Science and Technology, 1(2), 1–12. https://doi.org/10.30659/jast.1.02.1-12
Kementerian Kesehatan Republik Indonesia. (2015). Peraturan Menteri Kesehatan Republik Indonesia Nomor 53 Tahun 2015 tentang Penanggulangan Hepatitis Virus.
Kementerian Kesehatan Republik Indonesia. (2019). Pedoman program pencegahan penularan HIV, sifilis, dan hepatitis B dari ibu ke anak.
Kementerian Kesehatan Republik Indonesia. (2020). Buku saku hepatitis 2020. https://www.scribd.com/document/531082667/Buku-Saku-Hepatitis-Rev-4
Pemerintah Kota Tasikmalaya. (2022). Peraturan Daerah Kota Tasikmalaya Nomor 6 Tahun 2022 tentang Pencegahan dan Pengendalian Penyakit Menular.
Rosdianty, A. V., Voutama, A., & Yusup, D. (2023). Sistem pakar diagnosa penyakit pada ibu hamil menggunakan metode forward chaining (Studi kasus Klinik dan Rumah Bersalin Nursepta). Innovative: Journal of Social Science Research, 3(2), 4506–4520. https://j-innovative.org/index.php/Innovative/article/view/841
Syahputra, H., & Syafindy, D. M. (2022). Sistem pakar diagnosa penyakit hepatitis dengan menggunakan metode certainty factor. Jurnal Sains Informatika Terapan, 2(1), 45–50. https://doi.org/10.62357/jsit.v2i1.186
Tabrani, M., Suhardi, S., & Priyandaru, H. (2021). Sistem informasi manajemen berbasis website pada UNL Studio dengan menggunakan framework CodeIgniter. Jurnal Ilmiah M-Progress, 11(1). https://doi.org/10.35968/m-pu.v11i1.598
Wicaksono, S. R. (2022). Blackbox testing: Teori dan studi kasus. CV. Seribu Bintang. https://doi.org/10.5281/zenodo.7659674
Yansyah, I. R., & Sumijan. (2020). Sistem pakar metode forward chaining untuk mengukur keparahan penyakit gigi dan mulut. Jurnal Sistim Informasi dan Teknologi. https://doi.org/10.37034/jsisfotek.v3i2.103
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