EDUMATIC: Jurnal Pendidikan Informatika
Vol 7 No 2 (2023): Edumatic: Jurnal Pendidikan Informatika

Implementasi Metode Fuzzy Logic dan IoT untuk Klasifikasi Kondisi Kesehatan Denyut Jantung berbasis Android

Gugum Saefulah Zidni (Program Studi Informatika, Universitas Teknologi Yogyakarta)
Ikrimach Ikrimach (Program Studi Informatika, Universitas Teknologi Yogyakarta)



Article Info

Publish Date
20 Dec 2023

Abstract

Heart rate is one of the health indicators that needs to be paid attention to. With several limitations that occur among the community, such as the availability of equipment and limited knowledge, it means that many people have heart rate abnormalities that are difficult to detect early. This research aims to build a system that can be used anytime and anywhere to monitor and determine heart conditions on an ongoing basis. The system was built using the waterfall method, starting from the analysis stage, data collection, and implementation to the testing stage. This research utilizes Internet of Things technology and the fuzzy logic method to carry out health classification by defining linguistic variables, namely BPM (beats per minute), age, and user activity, and the defuzzification process to obtain heart rate condition classification results. The results of the research show that this monitoring system has been successfully built according to the design stage, namely in the form of an Android application. Testing was carried out on 14 application functionalities, and everything was as expected. This system is also able to measure and transmit heart rate data quickly to the Android application, with a heart rate measurement error of 6.6%. Apart from that, by testing using 10 data samples, the fuzzy logic algorithm was successfully implemented by producing 9 correct classifications and 1 incorrect classification.

Copyrights © 2023






Journal Info

Abbrev

edumatic

Publisher

Subject

Computer Science & IT Education

Description

EDUMATIC: Jurnal Pendidikan Informatika (e-ISSN: 2549-7472) adalah jurnal ilmiah bidang pendidikan informatika yang diterbitkan oleh Universitas Hamzanwadi dua kali setahun yaitu pada bulan Juni dan Desember. Adapun fokus dan skup jurnal ini adalah (1) Komputer dan Informatika dalam Pendidikan; (2) ...