Sistem Pakar Diagnosa Penyakit Pencernaan Menggunakan Metode Case Based Reasoning (CBR) Berbasis Web

Authors

  • Arfian Jumintar Sitorus STMIK Royal, Kisaran
  • Jhonson Efendi Hutagalung STMIK Royal, Kisaran
  • Ari Dermawan STMIK Royal, Kisaran

DOI:

https://doi.org/10.30865/mib.v6i4.4764

Keywords:

Expert System, Digestive Disease, Case Based Reasoning, Diagnosing, Consultation

Abstract

The main factors causing digestive disorders are food that is not good in terms of hygiene and health, nutritional balance, improper diet, infection, and abnormalities in the digestive organs so that they will contract several digestive diseases such as appendicitis, ulcers, stomach ulcers, hepatitis. , diarrhea and constipation. Early treatment is needed before consulting specifically with a digestive disease specialist before the disease is severe. In this case, it is necessary to have a system that can replace specialist doctors in diagnosing early symptoms of digestive diseases considering the high cost of consulting a doctor. This diagnostic expert system is very much needed in diagnosing early symptoms of the causes of digestive diseases. The application of the system is equipped with a Case Based Reasoning that solves new cases based on reasoning from old cases. The implementation has resulted in gastric cancer of 67.01% according to the symptoms selected by the patient, then the system also provides treatment advice, and provides information on the handling or treatment of gastric cancer, so that with this application it can help doctors in diagnosing the disease quickly.

References

R. E. Putri, “Sistem Pakar Untuk Mendeteksi Gangguan Pencernaan Dengan Metode Backward Chaining,†J. Teknovasi, vol. 07, pp. 8–17, 2020.

Y. Kristyawan and L. Al Hakim, “Implementasi Case-Based Reasoning Pada Sistem Pakar Diagnosis Penyakit Dalam,†J. Sist. Inf. Dan Bisnis Cerdas, vol. 13, no. 2, pp. 99–106, 2020.

Ashari and A. Y. Muniar, “Penerapan Sistem Pakar Untuk Mendiagnosa Penyakit Pencernaan Dengan Pengobatan Bahan Alami,†Semin. Nas. Sains dan Teknol. 2016, no. November, pp. 2407–1846, 2016.

A. Amanaturohim and S. Wibisono, “Penentuan Parameter Terbobot Menggunakan Pairwise Comparison Untuk CBR Deteksi Dini,†J. Sains Komput. Inform., vol. 5, pp. 280–294, 2021.

A. Aranta, “( Expert System for Diagnosis Diseases of Rice Plant Using Forward Chaining and,†no. January, 2020.

A. Wijianto, “Sistem Pakar Mendiagnosa Penyakit Pencernaan Pada Manusia Menggunakan Metode Forward Chaining dan Certainty Factor,†J. Tek. Juara Aktif Glob. Optimis, vol. 1, no. 2, pp. 1–10, 2021, doi: 10.53620/jtg.v1i2.26.

Siswanto, “Pencernaan,†Diktat Fisiol. Vet. II, pp. 1–69, 2017.

Kemenkes, “Pentingnya Kesehatan Pranikah,†no. June, 2018, [Online]. Available: https://promkes.kemkes.go.id/pentingnya-pemeriksaan-kesehatan-pra-nikah.

M. Juffrie, S. M. Sudarmo, S. Bardosono, A. Suryawan, R. Hildayani, and A. Sungkar, “Kesehatan Pencernaan Awal Tumbuh Kembang yang Sehat,†Kesehat. Pencernaan Awal Tumbuh Kembang yang Sehat, no. June, 2018.

J. Razky, S. Rini, and Mandala Eka Praja Wijata, “Sistem Pakar Diagnosa Penyakit Pneumonia Pada Anak Menggunakan Metode Case Based Reasoning,†Sainteks, vol. 6, no. ISBN : 978-602-52720-1-1, pp. 868–872, 2019.

D. W. Nugraha, “MENGGUNAKAN METODE CASE BASED REASONING BERBASIS WEB,†vol. 5, no. 1, 2020.

A. Syarif et al., “Jurnal TEKNOIF ISSN : 2338-2724 SISTEM INFORMASI GEOGRAFIS SARANA PADA Jurnal TEKNOIF ISSN : 2338-2724,†vol. 4, no. 2, pp. 40–50, 2016.

Muhammad and F. N. W. Dame, “Perancangan Sistem Pengambilan Keputusan Karyawan Terbaik Menggunakan Metode Simple Additive Weighting Pada Pt. Riau Andalan Pulp and Paper Estate Logas,†J. Intra-Tech, vol. 2, no. 2, pp. 42–54, 2018.

Dio, “RANCANG BANGUN E – VOTING BERBASIS WEBSITE DI UNIVERSITAS NEGERI SURABAYA Dio Lavarino D3 Manajemen Informatika, Fakultas Teknik, Universitas Negeri Surabaya, dio.lavarino@gmail.com Wiyli Yustanti Jurusan Teknik Informatika, Fakultas Teknik, Universitas N,†vol. 6, p. 2, 2016.

Harison and A. Syarif, “Sistem informasi geografis sarana pada kabupaten pasaman barat,†J. TEKNOIF, vol. 4, no. 2, pp. 40–50, 2016.

A. Adib, D. Asmarajati, H. Sibyan, and N. Hasanah, “Implementasi Metode Case Based Reasoning (Cbr) Dengan Algoritma Nearest Neighbor Dalam Mendiagnosa Penyakit Tanaman Jahe,†Device, vol. 10, no. 2, pp. 51–58, 2020, doi: 10.32699/device.v10i2.1565.

S. Julianto and S. Setiawan, “Perancangan Sistem Informasi Pemesanan Tiket Bus Pada Po. Handoyo Berbasis Online,†Simatupang, Julianto Sianturi, Setiawan, vol. 3, no. 2, pp. 11–25, 2019.

S. Muharni and S. Andriyanto, “Sistem Diagnosa Penyakit Jantung Berbasis Case Based Reasoning (CBR),†Pros. Semin. Nas. Darmajaya, vol. 1, pp. 1–11, 2021, [Online]. Available: https://jurnal.darmajaya.ac.id/index.php/PSND/article/view/2910.

C. Nas, “Sistem Pakar Diagnosa Penyakit Gigi Dan Mulut Menggunakan Metode Case-Based Reasoning,†J. Digit, vol. 9, no. 2, p. 202, 2019, doi: 10.51920/jd.v9i2.122.

M. C. Based-, S. Organizing, and F. Adiba, “Diagnosa Penyakit Kulit INDONESIAN FUNDAMENTAL,†vol. 6, no. 1, pp. 53–61, 2020.

T. Syahputra and J. Halim, “Sistem Pakar Untuk Mendiagnosa Penyakit Menular Seksual ( HIV / AIDS ) Dengan Menggunakan Metode Case Based Reasoning ( CBR ),†J. Sains dan Komput., vol. 18, no. 1, pp. 62–69, 2019.

Downloads

Published

2022-10-25