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All Journal Jurnal Matematika dan Statistika serta Aplikasinya (Jurnal MSA) Jurnal Ilmiah Ilmu Komputer Fakultas Ilmu Komputer Universitas Al Asyariah Mandar GAUSS: Jurnal Pendidikan Matematika Rangkiang Mathematics Journal UNP Journal of Statistics and Data Science
Syafriandi
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Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Environmental Science Mathematics Medicine & Pharmacology Social Sciences Other

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Grouping of Regencies/Cities In West Sumatra Province Based On Economic Development Indicators Using The Self-Organizing Maps (SOM) Algorithm Wiwil Dzil Izzatil; Chairina Wirdiastuti; Syafriandi
Jurnal MSA (Matematika dan Statistika serta Aplikasinya) Vol 13 No 2 (2025): VOLUME 13 NO 2, 2025
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/msa.v13i2.57741

Abstract

Economic development is an important aspect in improving the standard of living of the community. To measure economic development progress in a region, relevant indicators are needed, one of which is Gross Regional Domestic Product (GRDP) per capita. In West Sumatra Province, there are disparities in RDP per capita between regions. Therefore, clustering is necessary to assist local governments in determining development priorities, formulating more targeted development policies, and allocating resources efficiently. This study aims to cluster West Sumatra regions using the Self-Organizing Maps algorithm based on economic development indicators. The analysis results identified three clusters: Cluster 1 consists of 6 districts/cities categorized as having moderate economic development, Cluster 2 includes 7 districts/cities with high economic development, and Cluster 3 consists of 6 other districts/cities categorized as having low economic development.
Co-Authors Admi Salma Afifah Salsabilah Putri Aprilla Suhada Belia Mailien Chairina Wirdiastuti Dina Fitria Dodi Vionanda Dony Permana Eujeniatul Jannah Fadhilah Fitri Fajrin Putra Hanifi Khasanah, Nurviqotun Lubis, Riskiani Mohammad Reza febrino Muslimah, Nailul Amani Nonong Amalita Retsya Lapiza Salma, Admi Suwanda Risky Wiwil Dzil Izzatil Zamahsary Martha Zilrahmi, Zilrahmi