Journal of Computer System and Informatics (JoSYC)
Vol 4 No 1 (2022): November 2022

Penerapan Algoritma K-Means Pada Penyebaran Covid-19 Di Provinsi Jambi

Reza Pahlevi (Universitas Dinamika Bangsa, Jambi)
Muhammad Wahyu Prayogi (Universitas Dinamika Bangsa, Jambi)
Errissya Rasywir (Universitas Dinamika Bangsa, Jambi)
Yovi Pratama (Universitas Dinamika Bangsa, Jambi)



Article Info

Publish Date
06 Dec 2022

Abstract

The purpose of this study using the K-Means Cluster method is to determine the level of distribution of Covid-19 cases in the high, medium, and low categories in each region in Jambi Province. There are several aspects that can be measured such as population, population density, positive cases infected with Covid-19, recovered patients, and patients who died. The data collection method used is the documentation method in the form of secondary data obtained from the Jambi Provincial Government website. The data used were positive, recovered, and died and were analyzed using the WEKA application. From the results of research with the K-Means method using 3 clusters. Cluster 0 is a cluster with a high level of distribution category, which is in the city of Jambi. Cluster 1 is a cluster with a medium level distribution category consisting of Batanghari, Merangin, Muaro Jambi, Tanjab Timur. Cluster 2 is a cluster with a low-level distribution category consisting of Bungo, Kerinci, Sarolangun, Sungai Penuh, Tanjab Barat, Tebo.

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Journal Info

Abbrev

josyc

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Industrial & Manufacturing Engineering

Description

Journal of Computer System and Informatics (JoSYC) covers the whole spectrum of Artificial Inteligent, Computer System, Informatics Technique which includes, but is not limited to: Soft Computing, Distributed Intelligent Systems, Database Management and Information Retrieval, Evolutionary ...