Implementasi Sistem Pakar untuk Diagnosis Penyakit Lambung Menggunakan Pendekatan Fuzzy Mamdani Berbasis Website

Authors

  • Ilham Roni Yansyah Universitas Telkom
  • Dewi Marini Umi Atmaja Universitas Telkom
  • Arif Rahman Hakim Universitas Telkom
  • Niko Suwaryo Universitas Medika Suherman

DOI:

https://doi.org/10.35870/jtik.v9i2.3534

Keywords:

Expert Systems, Fuzzy Mamdani, Gastric Diseases, Website

Abstract

This study aims to develop a more specific diagnostic approach for various gastric diseases in humans, such as gastritis, peptic ulcers, gastric cancer, gastric tumors or polyps, dyspepsia, gastroesophageal reflux disease (GERD), gastroparesis, and gastroenteritis. This approach seeks to enhance the accuracy of disease identification based on more detailed symptoms. An expert system utilizing the Fuzzy Mamdani method is designed to reduce reliance on internal medicine specialists, enabling patients to gain preliminary insights into the type of gastric disease they may have. This expert system is implemented on a web-based platform, leveraging information technology to integrate large-scale databases, supporting efficiency, accuracy, and relevance to the latest developments in medical science. By analyzing digestive disorder symptoms, the system can provide detailed diagnoses, offer insights into identified symptoms, and recommend appropriate treatment solutions.

Downloads

Download data is not yet available.

Author Biographies

  • Ilham Roni Yansyah, Universitas Telkom,

    Program Studi Sistem Informasi, Fakultas Rekayasa Industri, Universitas Telkom, Kabupaten Bandung, Provinsi Jawa Barat, Indonesia.

  • Dewi Marini Umi Atmaja, Universitas Telkom,

    Program Studi Sistem Informasi, Fakultas Rekayasa Industri, Universitas Telkom, Kabupaten Bandung, Provinsi Jawa Barat, Indonesia.

  • Arif Rahman Hakim, Universitas Telkom,

    Program Studi Sistem Informasi, Fakultas Rekayasa Industri, Universitas Telkom, Kabupaten Bandung, Provinsi Jawa Barat, Indonesia.

  • Niko Suwaryo, Universitas Medika Suherman,

    Program Studi Bisnis Digital, Fakultas Ilmu Sosial dan Teknologi, Universitas Medika Suherman, Kabupaten Bekasi, Provinsi Jawa Barat, Indonesia.

References

Ariawan, W. E., & Widiana, P. I. M. A. (2023). Sistem Pakar Mendiagnosa Penyakit Tiroid Menggunakan Metode Certainty Factor Berbasis Web. Jurnal Sutasoma, 1(2), 104-110. https://doi.org/10.58878/sutasoma.v1i2.192.

Assyifa, M. N. (2020). Aplikasi Sistem Pakar Berbasis Android Untuk Diagnosis Penyakit Gastroesophageal Reflux Disease (Gerd) Dengan Metode Certainty Factor. Jurnal Ilmiah Teknologi dan Rekayasa, 24(2), 78-90. https://doi.org/10.35760/tr.2019.v24i2.2387.

Chaniago, D. S. (2021). Aplikasi Kesehatan Menentukan Jenis Penyakit Lambung Dengan Mengambil Beberapa Gejala Menggunakan Metode Fuzzy-Mamdani. Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD, 4(1), 32-37. https://doi.org/10.53513/jsk.v4i1.2604.

Febriani, H. A., Wijaya, D. P., Pramuntadi, A., & Prastowo, W. D. (2024). Expert System for Diagnosis of Gastric Diseases Using Web-Based Employment Factors Method Sistem Pakar Diagnosa Penyakit Lambung Menggunakan Metode Certainty Factor Berbasis Web. Journal Homepage: https://journal. irpi. or. id/index. php/malcom, 4(4), 1290-1300.

Ghoba, A. K., Neno, F. E., & Adis, A. (2024). PENERAPAN METODE CASE BASE REASONING UNTUK MENDIAGNOSA PENYAKIT LAMBUNG PADA MANUSIA DI PUSKESMAS DELLU DEPA. JATI (Jurnal Mahasiswa Teknik Informatika), 8(6), 11792-11795.

Gustin, G., & Marcos, H. (2024). Sistem Pakar Diagnosis Penyakit Lambung Berdasarkan Gejala dan Citra Endoskopi Menggunakan Metode Forward Chaining dan CNN. Jurnal Tekno Kompak, 18(2), 392-401. https://doi.org/10.33365/jtk.v18i1.3944.

Maulid, E., & Maulana, U. I. (2019). Sistem Pakar Diagnosa Penyakit Ikan Hias Menggunakan Metode Certainty Factor. SENTINEL, 2(2), 198-205.

Meilani, B. D., Febrianti, H., & Uttungga, R. (2022, November). Implementasi metode certainty factor pada diagnosa penyakit lambung. In Prosiding Seminar Nasional Sains dan Teknologi Terapan.

Muhamasri, C. (2023). Sistem Pakar Untuk Diagnosa Awal Penyakit Lambung Dempster-Shafer Berbasis Web. J. SANTI-Sist. Inf. dan Tek. Inf, 1(3), 9-13.

Nurkholis, A., Riyantomo, A., & Tafrikan, M. (2017). Sistem pakar penyakit lambung menggunakan metode forward chaining. Jurnal Ilmiah MOMENTUM, 13(1). http://dx.doi.org/10.36499/jim.v13i1.1757.

Pangestu, A. E., Sukmana, Y. F., Handyka, H., Ramadhany, Z. D., Aji, A. P., Agustin, V., ... & Lestari, M. (2024). Sistem Pakar Diagnosa Penyakit Lambung dengan Metode Forward Chaining. Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI), 5(2), 415-423. https://doi.org/10.30998/jrami.v5i2.11072.

Setiyani, S., & Prasetyaningrum, P. T. (2021). Penerapan Metode Naive Bayes Classifier Pada Sistem Pakar Diagnosa Penyakit Lambung. Jurnal Sistem Informasi Dan Bisnis Cerdas (SIBC) Vol, 14(2).

Sinaga, M. D. S. M. D., & Fajrin, A. (2022). Sistem Pakar Diagnosa Penyakit Asam Lambung Pada Orang Dewasa Menggunakan Metode Forward Chaining Berbasis Web. Computer and Science Industrial Engineering (COMASIE), 7(7), 28-35.

Susanto, E. S., Herfandi, H., & Rizky, M. (2022). Sistem Pakar Untuk Mendiagnosa Penyakit Asam Lambung. Jurnal Mnemonic, 5(2), 184-190. https://doi.org/10.36040/mnemonic.v5i2.5192.

Downloads

Published

2025-04-01

Issue

Vol. 9 No. 2 (2025): APRIL-JUNE 2025

Section

Computer & Communication Science

License

Copyright (c) 2025 Ilham Roni Yansyah, Dewi Marini Umi Atmaja, Arif Rahman Hakim, Niko Suwaryo

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Authors who publish with this journal agree to the following terms:

1. Copyright Retention and Open Access License

Authors retain copyright of their work and grant the journal non-exclusive right of first publication under the Creative Commons Attribution 4.0 International License (CC BY 4.0).

This license allows unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

2. Rights Granted Under CC BY 4.0

Under this license, readers are free to:

  • Share — copy and redistribute the material in any medium or format
  • Adapt — remix, transform, and build upon the material for any purpose, including commercial use
  • No additional restrictions — the licensor cannot revoke these freedoms as long as license terms are followed

3. Attribution Requirements

All uses must include:

  • Proper citation of the original work
  • Link to the Creative Commons license
  • Indication if changes were made to the original work
  • No suggestion that the licensor endorses the user or their use

4. Additional Distribution Rights

Authors may:

  • Deposit the published version in institutional repositories
  • Share through academic social networks
  • Include in books, monographs, or other publications
  • Post on personal or institutional websites

Requirement: All additional distributions must maintain the CC BY 4.0 license and proper attribution.

5. Self-Archiving and Pre-Print Sharing

Authors are encouraged to:

  • Share pre-prints and post-prints online
  • Deposit in subject-specific repositories (e.g., arXiv, bioRxiv)
  • Engage in scholarly communication throughout the publication process

6. Open Access Commitment

This journal provides immediate open access to all content, supporting the global exchange of knowledge without financial, legal, or technical barriers.

How to Cite

Yansyah, I. R., Atmaja, D. M. U., Hakim, A. R., & Suwaryo, N. (2025). Implementasi Sistem Pakar untuk Diagnosis Penyakit Lambung Menggunakan Pendekatan Fuzzy Mamdani Berbasis Website. Jurnal JTIK (Jurnal Teknologi Informasi Dan Komunikasi), 9(2), 748-756. https://doi.org/10.35870/jtik.v9i2.3534

Most read articles by the same author(s)