PENERAPAN FUZZY EXPERT SYSTEM UNTUK DIAGNOSA PENYAKIT TELINGA, HIDUNG DAN TENGGOROKAN (THT)
DOI:
https://doi.org/10.30812/matrik.v15i1.29Keywords:
expert system, fuzzy expert system, mamdani, otorhinolaryngology, selongAbstract
Otorhinolaryngology is a group of diseases that infect many people including Indonesians, especially in West Lombok Regency in West Nusa Tenggara. This disease is very dangerous because it disrupts the respiratory area such as polyp and sinusitis in the nose.This research is discuss about the making of expert system by fuzzy logic concept to diagnose the otolaryngology. The amount of otolaryngology that used to be sample for this research is 18 type of disease which consisted of 10 diseases in ear, 5 diseases in nose and 3 diseases in throat. While the patients who used to be test cases are 50 people. Inference system method that used in this research is Mamdani with deffuzifcation process by centroid method. From the results of the test system with the number of patients of 50 people, the results concluded that the level of match between the application result and doctor’s diagnosis achieve an accuracy of 82% for this type of disease analysis. As many as 64,85% of the 82% of the application test data are in accordance with the doctor’s analysis namely disease’s name and degree 34,15% of them match the disease’s name but there is a difference between the applications values with doctor’s analysis. Trial data that do not match doctor’s analysis is 18%.
Downloads
References
[2] Adeli, Ali; dkk. 2010. A Fuzzy Expert System for Heart Disease Diagnosis. IMECS, Vol.I, March, 17-19, 2010; Hongkong
[3] https://www.cs.cmu.edu/Groups/AI/html/faqs/ai/ fuzzy/part1/faq-doc-4.html
[4] http://users.aber.ac.uk/jqh/csm6320/csm6320-ebook-fuzzy.pdf
[5] Das, Sujit; dkk. Hypertension Diagnosis : A Comparative Study Using Fuzzy Expert System and Neuro Fuzzy System. West Bengal-India
Downloads
Published
Issue
Section
How to Cite
Similar Articles
- Erwin Mardinat, Saiful Khair, MEMBANGUN SISTEM INFORMASI PENGELOLAHAN DATA NASABAH BERBASIS WEB DI BANK SAMPAH SAMAWA , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 17 No. 1 (2017)
- Fathurrahmani Fathurrahmani, Wiwik Kusrini, Khairul Anwar Hafizd, Arif Supriyanto, Penerapan Sistem Tertanam untuk Monitoring Kandang Ayam Broiler , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 19 No. 1 (2019)
- Muhammad Yusuf, Arizal Arizal, Ira Rosianal Hikmah, Implementation Cryptography and Access Control on IoT-Based Warehouse Inventory Management System , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 22 No. 1 (2022)
- Muhamad Nur Gunawan, Titi Farhanah, Siti Ummi Masruroh, Ahmad Mukhlis Jundulloh, Nafdik Zaydan Raushanfikar, Rona Nisa Sofia Amriza, Accuracy of K-Nearest Neighbors Algorithm Classification For Archiving Research Publications , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 23 No. 3 (2024)
- Elly Mufida, David Wardana Agus Rahayu, Pengembangan Sistem VOIP Menggunakan Server Issabel Versi 4.0 dan Tunnel EOIP pada OMNI Hospital Alam Sutera , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 18 No. 1 (2018)
- Renita Fitriani, Muhammad Tajuddin, DESAIN SISTEM INFORMASI SEKOLAH BERBASIS ANDROID , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 16 No. 1 (2016)
- Tugiman Tugiman, Herman Herman, Anton Yudhana, The UTAUT Model for Measuring Acceptance of the Application of the Patient Registration System , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 22 No. 2 (2023)
- Ni Gusti Ayu Dasriani, Anthony Anggrawan, Pengembangan Sistem Aplikasi Cerdas Memprediksi Penjualan Mebel Berbasis website , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 21 No. 1 (2021)
- Dewa putu yudhi Ardiana, I Made Shaja Dwiputra, Sistem Informasi Penanganan Keluhan Pelanggan di Rumah Sakit Umum Surya Husadha Denpasar Berbasis Web , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 18 No. 2 (2019)
- Fitria Santika, Nurul Azmi Gumanti, Leni Herfiyanti, Candra Mecca Sufyana, Outpatient Medical E-Resume in Support INA-CBGs Claims for Covid-19 Patients at Hospital , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 21 No. 1 (2021)
You may also start an advanced similarity search for this article.
Most read articles by the same author(s)
- Mudafiq Riyan Pratama, Muhammad Yunus, Sistem Deteksi Struktur Kalimat Bahasa Arab Menggunakan Algoritma Light Stemming , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 19 No. 1 (2019)
- Muhammad Yunus, Suriyati Suriyati, ANALISA DAN PERANCANGAN SISTEM FUZZY UNTUK PENENTUAN BEASISWA , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 16 No. 1 (2016)
- Muhammad Yunus, Optimasi Penentuan Nilai Parameter Himpunan Fuzzy dengan Teknik Tuning System , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 18 No. 1 (2018)
- Muhammad Yunus, Desain Model Penjadwalan Pelajaran dan Media Ajar Berbasis Komputer pada Pondok Pesantren Al-Intishor Mataram , MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer: Vol. 17 No. 2 (2018)