Expert System Diagnoses Kidney Failure In Hemodialysis Patients Using Forward Chaining Methods

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Eka Susanti
R. Mahdalena Simanjorang

Abstract

Technological advances, one of which is in the health sector, which is needed to find out the available information, one of which is the diagnosis of kidney failure. The purpose of this study is to be able to find out kidney failure experienced by patients easily without having to manually diagnose and be able to build an expert system application on kidney failure with the Forward Chaining method and produce high accuracy values ​​and provide solutions for every disease experienced by the patient. The development of an expert system uses a research methodology consisting of problem analysis, data collection, data analysis, application of forward chaining methods, system design, system testing and system implementation. The Forward chaining method in the test resulted in an accuracy value of 70% with symptoms fulfilled with the description of Chronic Kidney Failure, so that the treatment solution that can be done is to live a healthy lifestyle by avoiding conditions that can trigger chronic kidney failure. How to treat chronic kidney failure is by giving drugs, dialysis (hemodialysis) and kidney transplantation.

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How to Cite
Susanti, E., & Simanjorang, R. M. (2021). Expert System Diagnoses Kidney Failure In Hemodialysis Patients Using Forward Chaining Methods. Login : Jurnal Teknologi Komputer, 15(2), 72-77. Retrieved from http://login.seaninstitute.org/index.php/Login/article/view/89

References

[1] Dicki Alamsyah, A. P. (2019). Sistem Pakar Diagnosa Penyakit Ginjal Menggunakan Metode Forward Chaining Berbasis Android. International Journal of Artificial Intelligence, 6(1), 53–74. https://doi.org/10.36079/lamintang.ijai-0601.32
[2] Fitri Ayu and Nia Permatasari. (2018). perancangan sistem informasi pengolahan data PKL pada divisi humas PT pegadaian. Jurnal Infra Tech, 2(2), 12–26. http://journal.amikmahaputra.ac.id/index.php/JIT/article/download/33/25
[3] Handayani, S. (2018). Perancangan Sistem Informasi Penjualan Berbasis E-Commerce Studi KaHandayani, S. (2018). Perancangan Sistem Informasi Penjualan Berbasis E-Commerce Studi Kasus Toko Kun Jakarta. ILKOM Jurnal Ilmiah, 10(2), 182–189. https://doi.org/10.33096/ilkom.v10i2.310. ILKOM Jurnal Ilmiah, 10(2), 182–189. https://doi.org/10.33096/ilkom.v10i2.310.182-189
[4] Julita, R. (2018). Sistem Pakar Pemilihan Menu Makanan Berdasarkan Penyakit Dan Golongan Darah. Pseudocode, 5(1), 56–67. https://doi.org/10.33369/pseudocode.5.1.56-67
[5] Komputer, J. I., Matematika, F., Ilmu, D. A. N., & Alam, P. (2017). Chaining Untuk Mendiagnosa Penyakit.
[6] Kristen, U., & Wacana, K. (2020). PERANCANGAN SISTEM PAKAR DIAGNOSIS PENYAKIT GINJAL MENGGUNAKAN METODE DEMPSTER-SHAFER BERBASIS WEBSITE JISICOM ( Journal of Information System , Informatics and Computing ) p-ISSN : 2579-5201 ( Printed ) JISICOM ( Journal of Information System , Informati. 4(1), 107–115.
[7] Kusbianto, D., Ardiansyah, R., & Hamadi, D. A. (2017). Implementasi Sistem Pakar Forward Chaining Untuk Identifikasi Dan Tindakan Perawatan Jerawat Wajah. Jurnal Informatika Polinema, 4(1), 71. https://doi.org/10.33795/jip.v4i1.147
[8] M Teguh Prihandoyo. (2018). Unified Modeling Language (UML) Model Untuk Pengembangan Sistem Informasi Akademik Berbasis Web. Jurnal Informatika: Jurnal Pengembangan IT, 3(1), 126–129.
[9] Maiyendra, N. A. (2018). Perancangan Sistem Pakar Mendiagnosa Penyakit Kulit Pada Anak Dengan Menggunakan Metode Backward Chaining. Jursima, 6(2), 6. https://doi.org/10.47024/js.v6i2.120
[10] Muhammad, A. (2019). Serba-serbi gagal ginjal (M. Ulfah (ed.); ke2 ed.). DIVA Press.
[11] Murtadho, A. (2020). NASKAH PUBLIKASI RANCANG BANGUN SISTEM INFORMASI PENJUALAN SMARTPHONE BERBASIS WEB (STUDI KASUS: Gemah Ripah Sellular).
[12] Muslim, B., Yadi, & Harta, M. (2017). Sistem Pakar Diagnosa Awal Penyakit Ginjal Berbasis Web Menggunakan PHP DAN MYSQL. Jurnal Ilmiah Betrik, 8(03), 115–122. https://doi.org/10.36050/betrik.v8i03.72
[13] Negeri, S. M. A., Hulu, B., & Web, B. (2020). menyimpan data dan menampilkannya data (. 8(2).
[14] Nurajizah, S., Saputra, M., Informatika, M., & Informasi, S. (2018). SISTEM PAKAR BERBASIS ANDROID UNTUK DIAGNOSA PENYAKIT. 14(1), 7–14.
[15] Prof.Dr.Rully MA Roesli, dr., SpPD-KGH, D. R. B. dr. S.-K. (2019). SIMPOSIUM DIALISIS 2019. Perhimpunan Nerfrologi Indonesia (Pernefri) korwil jabar.
[16] Putri Barka; Seniwati, Erni, A. E. S. (2018). Implementasi Metode Forward Chaining Pada Sistem Pakar Pendiagnosis Gangguan Ansietas (Studi Kasus: Pijar Psikologi). Jurnal Mantik Penusa, 2(Vol 2, No 2 (2018): Computer Science), 9–14. http://e-jurnal.pelitanusantara.ac.id/index.php/mantik/article/view/369
[17] Rosmawanti, N., & Kusumawardhani, G. P. (2021). Model Sistem Pakar Diagnosa Penyakit Gagal Ginjal. 9.
[18] Sanger, J. B., Insani, F., & Nugroho, P. (2018). Pengembangan Sistem Pakar Untuk Mengidentifikasi Permasalahan Layanan Jaringan Internet. 14(1). https://doi.org/10.31227/osf.io/xmku5
[19] Sanubari, I., Rosely, E., & Wijayanto, P. W. (2020). Aplikasi Pelaporan Kerusakan Fasilitas Yang Ada Di Stasiun Dan Dalam Gerbong Kereta Api Berbasis Web. EProceedings of Applied Science, 6(1), 101–112.
[20] Septiani, M., & Kuryanti, S. J. (2018). Sistem Pakar untuk Mendiagnosa Penyakit Saluran Pernapasan pada Anak. Publikasi Jurnal & Penelitian Teknik Informatika, 2(2), 23–27. https://jurnal.polgan.ac.id/index.php/sinkron/article/download/99/62/
[21] Sitanggang, D., Pasaribu, W., & Turnip, M. (2017). Sistem Pakar Untuk Mendiagnosa Penyakit Ginjal Menggunakan Metode Backward Chaining. Jurnal Informatka Kaputama (JIK), 1(2), 42–49.
[22] Syarif, M., & Nugraha, W. (2020). Pemodelan Diagram UML Sistem Pembayaran Tunai Pada Transaksi E-Commerce. Jurnal Teknik Informatika Kaputama (JTIK), 4(1), 70 halaman. http://jurnal.kaputama.ac.id/index.php/JTIK/article/view/240
[23] Tazkia, Z. Z. (2019). Perancangan Sistem Informasi Akuntansi Laporan Keuangan Laba Rugi pada Restoran Eatboss Dengan Menggunakan PHP dan MySQL. Is The Best [Accounting Information System & Information Technology Business Enterprise], 4(1), 426–440. https://doi.org/10.34010/aisthebest.v4i1.1831
[24] Techno, J., Mandiri, N., Xiii, V., & September, N. (2016). ISSN 1978-2136 | Rancang Bangun Sistem ... ISSN 1978-2136 | Rancang Bangun Sistem ... XIII(2), 63–71.
[24] Wahyuti, W., Permana, I., & Salisah, F. N. (2018). Aplikasi Sistem Pakar Berbasis Android untuk Diagnosa Awal Penyakit Ginjal Manusia Menggunakan Metode Forward Chaining. Sntiki, 10(November), 121–128.
[26] Zulfian Azmi, S.T., M.kom dan Verdi Yasin , S.Kom., M. K. (2019). pengantar sistem pakar dan metode. Mitra Wacana Media.