Clustering of District or City in Central Java Based COVID-19 Case Using K-Means Clustering

Authors

  • Ali Mahmudan <span style="vertical-align: inherit;"><span style="vertical-align: inherit;">Universitas Diponegoro</span></span>

DOI:

https://doi.org/10.20956/jmsk.v17i1.10727

Keywords:

Cluster, COVID-19, Central Java, Case

Abstract

Coronavirus Disease 2019 (COVID-19) is a new type of disease that has never been identified in humans. Severe cases of COVID-19 can cause acute respiratory syndrome, kidney failure, and even death. COVID-19 cases have spread all over the world, including in Indonesia. One province with a high number of COVID-19 cases is Central Java Province. Therefore, it is necessary to cluster districts or cities in Central Java based on the COVID-19 case to prevent the spread of COVID-19. Clustering the cases of COVID-19 is done using k-means clustering which is a method of clustering a number of data by means of partitions. The results show that cluster 2 and cluster 3 are areas that the government should pay more attention to because they are areas with a high number of active cases and the high death cases of COVID-19 in Central Java.

 

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Published

2020-08-24

Issue

Vol. 17 No. 1 (2020): JMSK, SEPTEMBER, 2020

Section

Research Articles

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