Rancang Bangun Sistem Pakar Untuk Mendiagnosa Penyakit Dispepsia Dengan Metode Forward Chaining

Authors

  • Yasinta istiqomah Universitas duta bangsa surakarta
  • Joni Maulindar Universitas Duta Bangsa surakarta
  • Dwi Hartanti Universitas Duta Bangsa surakarta

DOI:

https://doi.org/10.29408/jit.v6i2.17438

Keywords:

Dyspepsia, Expert System, Forward Chaining

Abstract

Dyspepsia is a digestive disorder that causes discomfort or pain in the stomach. In expert systems, the forward chaining method is used to diagnose this disease. This method evaluates the facts or symptoms obtained from the patient, then determines the appropriate diagnosis. The application of the forward chaining method in an expert system allows for an efficient and systematic evaluation of patient symptoms, so that patients can make their own detections and can make further decisions so that their disease can be treated immediately. This technology-based approach enhances the diagnostic process and facilitates rapid intervention. The expert system developed to diagnose dyspepsia has been successfully implemented using knowledge that includes 21 symptoms and 3 types of related diseases. System validation was carried out by testing 30 data samples, and the results showed that the system has an accuracy rate of up to 90% in correctly identifying and diagnosing dyspepsia. This shows that the expert system has a high level of expertise in analyzing the symptoms presented and providing a reliable diagnosis

Author Biography

Yasinta istiqomah, Universitas duta bangsa surakarta

S1 Teknik Informatika, Universitas Duta Bangsa Surakrta. Sistem Pakar

References

Ahmad, N., & Iskandar, I. (2020). Metode Forward Chaining untuk Deteksi Penyakit Pada Tanaman Kentang. JINTECH: Journal Of Information Technology, 1(2), 7-20.

Aqista, S. A., Tarigan. R. E., & Hery. (2018). Perancangan Sistem Pakar untuk Mendiagnosa Penyakit pada Anak. Seminar Nasional Sistem Informasi dan Teknologi Informasi, 31-36.

Ashari, A. N., Yuniati, Y., & Murti, I. S. (2022). Hubungan Pola Makan dengan Kejadian Dispepsia Fungsional Pada Mahasiswa Fakultas Kedokteran Universitas Mulawarman. Jurnal Sains Dan Kesehatan, 4(2), 120–125. https://doi.org/10.25026/jsk.v4i2.688

Eviyanti, A. (2020). SISTEM PAKAR DIAGNOSA PENYAKIT VERTIGO BERBASIS WEB METODE FORWARD CHAINING. Jurnal Teknik Informatika Universitas Muhammadiyah Sidoarjo Tahun Ajaran

Firdaus, M. B., Habibie, D. S., Suandi, F., Anam, M. K., & Lathifah, L. (2021). Perancangan Game OTW SARJANA Menggunakan Metode Forward Chaining. Jurnal Sistem Informasi dan Sistem Komputer, 6(2), 66-74.

Ghani, M. A., & Sulaiman, H. (2023). Deteksi Spam Email dengan Metode Naive Bayes dan Particle Swarm Optimization (PSO). Infotek: Jurnal Informatika dan Teknologi, 6(1), 11-20.

Permana, B. A. C., Djamaluddin, M., Afandi, M., & Bahtiar, H. (2022). Penerapan Sistem Pakar Untuk Diagnosa Penyakit Kucing Pada Aplikasi Berbasis Android Dengan Metode Forward Chaining. Infotek: Jurnal Informatika dan Teknologi, 5(1), 93-98.

Putra, H. W., Yuhandri., & Nurcahyo, G. W. (2019). Sistem Pakar Diagnosis Penyakit Ginjal dengan Metoda Forward Chaining. Jurnal Sains dan Informatika, 5(1).

Saiful, M., & Alimuddin (2020). Sistem Pakar Diagnosa Penyakit Pencernaan dan Solusi Penanganan dengan metode Forward Chaining Berbasis Web. Infotek: Jurnal Informatika dan Teknologi, 3(1), 42-50.

Sari, M., Defit, S., & Nurcahyo, G. W. (2020). Sistem Pakar Deteksi Penyakit pada Anak Menggunakan Metode Forward Chaining. Jurnal Sistim Informasi Dan Teknologi, 130–135. https://doi.org/10.37034/jsisfotek.v2i4.34

Sastypratiwi, H., & Nyoto, R. D. (2020). Analisis Data Artikel Sistem Pakar Menggunakan Metode Systematic Review. JEPIN (Jurnal Edukasi dan Penelitian Informatika), 6(2), 250-257.

Setiadi, A., Yunita, Y., & Nugroho, I. P. (2019). Aplikasi Sistem Pakar Diagnosa Penyakit Lambung Menggunakan Forward Chaining. Jurnal Pendidikan Informatika dan Sains, 8(1), DOI: http://doi.org/10.31571/saintek.v8i1.1034

Sucipto, A., Fernando, Y., Borman, R. I., & Mahmuda, N. (2019). Penerapan Metode Certainty Factor Pada Diagnosa Penyakit Saraf Tulang Belakang.

Utami, Y. P., Triayudi, A., & Esthi Handayani, E. T. (2021). Sistem Pakar Deteksi Penyakit Diabetes Mellitus (DM) menggunakan Metode Forward chaining dan Certainty factor Berbasis Android. Jurnal JTIK (Jurnal Teknologi Informasi Dan Komunikasi), 4(2), 49. https://doi.org/10.35870/jtik.v5i1.200

Wahyuni, R., & Irawan, Y. (2019). Web-Based Heart Disease Diagnosis System With Forward Chaining Method (Case Study Of Ibnu Sina Islamic Hospital). Journal Of Applied Engineering And Technological Science (Jaets), 1(1), 43-50.

Yanase, J., & Triantaphyllou, E. (2019). A systematic survey of computer-aided diagnosis in medicine: Past and present developments. Expert Systems with Applications, 138, 112821

Downloads

Published

20-07-2023

How to Cite

istiqomah, Y., Maulindar, J., & Hartanti, D. (2023). Rancang Bangun Sistem Pakar Untuk Mendiagnosa Penyakit Dispepsia Dengan Metode Forward Chaining. Infotek: Jurnal Informatika Dan Teknologi, 6(2), 390–399. https://doi.org/10.29408/jit.v6i2.17438

Similar Articles

<< < 7 8 9 10 11 12 13 14 > >> 

You may also start an advanced similarity search for this article.