Sistem Pakar untuk Mendiagnosa Gangguan pada Sistem Endokrin Berbasis Android Mobile

Irawan Setiadi(1*), Imam Himawan(2), Kevin Septianzah(3)

(1) Universitas Indraprasta PGRI
(2) Universitas Indraprasta PGRI
(3) Universitas Indraprasta PGRI
(*) Corresponding Author

Abstract


This research discusses how to design an expert system that can be used to diagnose disorders of the endocrine system based on the symptoms suffered by the patient, so that there are advice on the problems encountered by the user. The objective is to assist prospective doctors, general practitioners and specialists in diagnosing disorders of the endocrine system like an expert, to provide information quickly, and to create an interactive application that can be easily understood by the users. The expert system is created using the Best-First Search method and using the Forward Chaining technique. The system contains the knowledge of an expert obtained during research at Permata Ibu Hospital and a knowledge base designed to be able to store new diseases. The expert system is developed based on smartphone technology or more specifically Android on the client side, PHP (Hypertext Preprocessor) and MySQL base on the server side. The system contains 6 disease data and 10 disease symptom data. It also has been tested and validated by experts and several users. The result reaching a percentage of 83.3% shows that the expert system application is quite efficient and effective.


Keywords


Expert System; Endocrine Disease; Best-First Search; Forward Chaining; Android

Full Text:

PDF

References


B. F. Yanto, I. Werdiningsih, and E. Purwanti, “Aplikasi Sistem Pakar Diagnosa Penyakit Pada Anak Bawah Lima Tahun Menggunakan Metode Forward Chaining,” J. Inf. Syst. Eng. Bus. Intell., vol. 3, no. 1, p. 61, 2017, doi: 10.20473/jisebi.3.1.61-67.

E. Rahmawati, “Sistem Pakar Diagnosis Penyakit Paru-Paru Menggunakan Metode Forward Chaining,” J. Tek. Elektro, vol. 8, no. 2, pp. 64–69, 2016.

D. A. O. Turang, “Aplikasi Sistem Pakar Berbasis Web Untuk Mendiagnosa Penyakit Syaraf Pusat Dengan Metode Forward Chaining,” Klik - Kumpul. J. Ilmu Komput., vol. 5, no. 1, p. 87, 2018, doi: 10.20527/klik.v5i1.133.

Didin Wahyu Utomo, Suprapto, and Nurul Hidayat, “Pemodelan Sistem Pakar Diagnosis Penyakit pada Sistem Endokrin Manusia dengan Metode Dempster-Shafer,” J. Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 1, no. 9, pp. 893–903, 2017.

D. D. Darmansah, I. Chairuddin, and T. N. Putra, “Perancangan Sistem Pakar Tipe Kepribadian Menggunakan Metode Forward Chaining Berbasis Web,” JATISI (Jurnal Tek. Inform. dan Sist. Informasi), vol. 8, no. 3, pp. 1200–1213, 2021, doi: 10.35957/jatisi.v8i3.1033.

G. A. D. Sugiharni and D. G. H. Divayana, “Pemanfaatan Metode Forward Chaining Dalam Pengembangan Sistem Pakar Pendiagnosa Kerusakan Televisi Berwarna,” J. Nas. Pendidik. Tek. Inform., vol. 6, no. 1, p. 20, 2017, doi: 10.23887/janapati.v6i1.9926.

R. E. Putri, K. M. Morita, and Y. Yusman, “Penerapan Metode Forward Chaining Pada Sistem Pakar Untuk Mengetahui Kepribadian Seseorang,” INTECOMS J. Inf. Technol. Comput. Sci., vol. 3, no. 1, pp. 60–66, 2020, doi: 10.31539/intecoms.v3i1.1332.

W. Supartini and H. Hindarto, “Sistem Pakar Berbasis Web Dengan Metode Forward Chaining Dalam Mendiagnosa Dini Penyakit Tuberkulosis Di Jawa Timur,” Kinetik, vol. 1, no. 3, p. 147, 2016, doi: 10.22219/kinetik.v1i3.123.

K. Aeni, “Penerapan Metode Forward Chaining Pada Sistem Pakar Untuk Diagnosa Hama Dan Penyakit Padi,” Intensif, vol. 2, no. 1, p. 79, 2018, doi: 10.29407/intensif.v2i1.11841.

I. Akil, “Analisa Efektifitas Metode Forward Chaining Dan Backwaard Chaining Pada Sistem Pakar,” J. Pilar Nusa Mandiri, vol. 13, no. 1, pp. 35–42, 2019.

R. Rachman, “Penerapan Sistem Pakar Untuk Diagnosa Autis Dengan Metode Forward Chaining,” J. Inform., vol. 6, no. 2, pp. 218–225, 2019, doi: 10.31311/ji.v6i2.5522.

A. Kurniawan, Sumijan, and Jufriadif Na’am, “Sistem Pakar Identifikasi Modalitas Belajar Siswa Menggunakan Metode Forward Chaining,” J. RESTI (Rekayasa Sist. dan Teknol. Informasi), vol. 3, no. 3, pp. 518–523, 2019, doi: 10.29207/resti.v3i3.1166.

N. Y. S. Munti and F. A. Effindri, “Perancangan Aplikasi Sistem Pakar Diagnosa Penyakit Ginekologi Menggunakan Metode Forward Chaining Berbasis Web Mobile,” J. Media Infotama, vol. 13, no. 2, pp. 67–72, 2017, doi: 10.37676/jmi.v13i2.454.

H. A. Hidayat and G. Gumilang, “Sistem Pakar Diagnosis Penyakit Yang Disebabkan Oleh Rokok Dengan Metode Forward Chaining,” Jutekin, vol. 5, no. 2, p. 5, 2017, [Online]. Available: http://jurnal.stmik-dci.ac.id/index.php/jutekin/article/download/179/140

T. Kristiana, “Sistem Pakar Untuk Mendiagnosa Penyakit Saluran Pencernaan Dengan Metode Forward Chaining,” Inform. J. Ilmu Komput., vol. 14, no. 2, p. 65, 2018, doi: 10.52958/iftk.v14i2.408.

E. Prasetyo, Data Mining Mengelolah Data Menjadi Informasi Menggunakan Matlab. Yogyakarta: Andi Offset, 2014.




DOI: http://dx.doi.org/10.30998/string.v8i1.16491

Refbacks

  • There are currently no refbacks.


Copyright (c) 2023 Irawan Setiadi, Imam Himawan, Kevin Septianzah

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

 

STRING (Satuan Tulisan Riset dan Inovasi Teknologi) indexed by:



Lisensi Creative Commons
Ciptaan disebarluaskan di bawah Lisensi Creative Commons Atribusi 4.0 Internasional.
View My Stats

Flag Counter