Jurnal Sarjana Teknik Informatika
Vol. 13 No. 2``` (2025): Juni

Analyzing Poverty in Central Java Through K-Medoids Clustering Method

Khoirunnisa', Asma' (Unknown)
Wibowo, Firdaus Amruzain Satiranandi (Unknown)
Sukowati, Diah (Unknown)



Article Info

Publish Date
25 Jun 2025

Abstract

Poverty remains a major issue in Indonesia, particularly in Central Java which has the second highest poverty rate on the island of Java, following the Special Region of Yogyakarta. This study aims to categorize districts and cities in Central Java based on poverty characteristics to support more effective poverty alleviation programs. Using the K-Medoids clustering method, poverty indicators in Central Java Province were analyzed for the year 2021. The K-Medoids method aims to identify poverty groupings and visualize the distribution of poverty in Central Java province for the year 2021. The results identified two clusters. Cluster 1 includes 31 districts and cities with higher poverty rates, lower education levels, and lower residential rental costs. Although the poverty rate is high, people in this cluster show a strong work ethic with relatively low unemployment among those aged over 15 years. In contrast, Cluster 2 shows lower poverty rates, higher education levels, and higher housing costs, but relatively higher unemployment rates. Overall, Cluster 1 represents areas requiring special attention from the government to improve community welfare.

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Journal Info

Abbrev

JSTIF

Publisher

Subject

Computer Science & IT

Description

JSTIE (Jurnal Sarjana Teknik Informatika) (E-Journal) adalah jurnal online ditujukan sebagai sarana publikasi dari makalah yang disarikan dari hasil penelitian mahasiswa Teknik Informatika. Focus and Scope: Rekayasa Perangkat Lunak (Software Engineering) Pengetahuan dan Data Mining (Data Mining) ...