Journal of Research in Mathematics Trends and Technology
Vol. 6 No. 2 (2024): Journal of Research in Mathematics Trends and Technology (JoRMTT)

Implementation of K-Means Clustering to Human Development Indicators in East Nusa Tenggara

Simarmata, Justin Eduardo (Unknown)
Chrisinta, Debora (Unknown)
Purnomo, Miko (Unknown)

Article Info

Publish Date
30 Sep 2024

Abstract

K-Means has been adopted to group various cases related to the quality of humanresources and economic growth. This study aims to apply K-Means to thecharacteristics based on selected Human Development Index (HDI) indicators,namely the average length of schooling, the expectation of length of schooling andlife expectancy in Province of East Nusa Tenggara. The optimal cluster obtainedis 6 clusters. The cluster with the highest average value of all variables is in cluster1 which is Kupang City area. Meanwhile, condition cluster 6 provides the smallestlife expectancy value compared to other clusters. The smallest average variable ofschool length is in cluster 2. The regions that provide the smallest numberexpectation of length of schooling is in cluster 5.

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Journal Info
Journal of Research in Mathematics Trends and Technology
Website

Abbrev

jormtt

Publisher

Universitas Sumatera Utara

Subject

Decision Sciences, Operations Research & Management Mathematics

Description

JoRMTT is an international blind peer-review journal dedicated to interchange for the results of research in mathematical sciences and related fields. The journal publishes papers in fundamental theory, experiments and simulation, as well as applications, with a systematic proposed method, ...