Implementasi Sistem Pakar Diagnosa Penyakit Tifus dengan Metode Certainty Factor

Bintang Wicaksana; Novriyenni Novriyenni; Suci Ramadani

doi:10.61132/neptunus.v3i3.1048

Authors

Bintang Wicaksana STMIK KAPUTAMA
Novriyenni Novriyenni STMIK KAPUTAMA
Suci Ramadani STMIK KAPUTAMA

DOI:

https://doi.org/10.61132/neptunus.v3i3.1048

Keywords:

Certainty Factor, Early Diagnosis, Expert System, Public Health, Typhus

Abstract

Typhoid fever is a significant health issue caused by the Salmonella Typhi bacteria, leading to symptoms such as fever, abdominal pain, diarrhea, muscle pain, and serious complications if not treated promptly. A common challenge faced by society is limited access to medical professionals, especially in remote areas, and delays in recognizing symptoms. To address this problem, this study designs and implements a web-based expert system using the Certainty Factor (CF) method, which helps diagnose typhoid fever quickly and accurately. The Certainty Factor method is used to calculate the certainty level of the symptoms experienced by the patient, providing a diagnosis result in the form of early-stage typhoid, mild typhoid, or severe typhoid. The system was developed using PHP programming language and MySQL database, and tested at RSUD Djoelham Binjai City. The research data was obtained from patients at RSUD Djoelham Binjai with a case study on patient number 22. The processing of symptoms through Certainty Factor calculation showed that the patient is most likely to have severe typhoid with a certainty value of 0.9443 or 94.43%. This result proves that the Certainty Factor method can be used to assist in providing an accurate early diagnosis of typhoid fever with a high degree of accuracy.

References

Abdul Kadir Parewe, A. M. (2021). Implementasi metode algoritma Certainty Factor dalam mendiagnosa gejala infeksi bakteri Salmonella. Jurnal Teknik Informatika, 11(22), e-ISSN 2621-5608.https://doi.org/10.35585/inspir.v11i2.2635

Andini. (2024). Sistem pakar diagnosa penyakit hipertrofi hidung menggunakan metode Certainty Factor. Jurnal Sistem Informasi, STMIK Kaputama, 2(4), e-ISSN 3046-7276.https://doi.org/10.62951/repeater.v2i4.208

Suprika, A. (2023). Sistem pakar diagnosa penyakit infeksi saluran pencernaan menggunakan metode Certainty Factor. Jurnal Teknologi Pintar, 3(3).https://doi.org/10.47065/jussi.v3i2.4886

Budiharto, W., & Suhartono, D. (2016). Artificial intelligence: Konsep dan penerapannya. Yogyakarta: Andi Offset.

Kurniawan, D. (2020). Pengertian XAMPP lengkap dengan cara menggunakannya (terbaru). Niagahoster.co.id.

Siswanto, E. (2021). Kupas tuntas PHP. Semarang: Yayasan Prima Agus Teknik.

Silalahi, F. D. (2020). Manajemen database MySQL. Semarang: Yayasan Prima Agus Teknik.

Herawan, B., & Hayadi, B. (2018). Sistem pakar. Yogyakarta: Deepublish.

Sancaka, H. (2023). Sistem pakar diagnosis gangguan depresi menggunakan metode Certainty Factor. Jurnal Teknologipintar.org, 3(2).https://doi.org/10.55338/saintek.v3i2.208

Astutik, I. R. I., & Rosid, M. A. (2020). Buku ajar basis data untuk informatika. Jawa Timur: UMSIDA Press.https://doi.org/10.21070/2020/978-623-6081-18-1

Arif, I. (2024). Diagnosa penyakit Chikungunya menggunakan metode Certainty Factor. Jurnal Sistem Informasi, STMIK Kaputama, Indonesia, 2(4), e-ISSN 3031-9943.https://doi.org/10.61132/saturnus.v2i4.330

Suarnatha, I. P. D. (2022). Implementasi metode Certainty Factor dalam sistem pakar deteksi penyakit pencernaan pada manusia. Jurnal Sistem Informasi, Fakultas Sains dan Teknologi, Universitas Tabanan, 3(2), e-ISSN 2723-5661.https://doi.org/10.37859/coscitech.v3i2.3872

Santoso, J. T., & Migunani. (2021). Desain dan analisis sistem berorientasi objek dengan UML. Semarang: Prima Agus Teknik.

Marlinda, L. (2021). Sistem pakar perancangan dan pembahasan. Yogyakarta: Graha Ilmu.

Safira, P. J. (2024). Sistem pakar mendiagnosa penyakit tipes menggunakan metode forward chaining. Jurnal Teknologi Informasi dan Komputer Politeknik Negeri Lhokseumawe, 4(2), e-ISSN 2797-9768.https://doi.org/10.63703/sisfotekjar.v4i1.63

Sukamto, & Shalahuddin, A. (2018). Rekayasa perangkat lunak terstruktur dan berorientasi objek. Bandung: Informatika Bandung.

Supono, & Putratama, V. (2018). Pemrograman web dengan menggunakan PHP dan framework Codeigniter (1st ed.). Yogyakarta: Deepublish.

Tasari, G. (2021). Mengenal Visual Studio Code. https://www.gamelab.id/news/468-mengena-visual-studio-code.