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All Journal ComEngApp : Computer Engineering and Applications Journal MUSHAF JOURNAL: Jurnal Ilmu Al Quran dan Hadis SinarFe7 Jurnal Pengabdian Masyarakat LANCAH Jurnal Inovasi dan Tren
Eliyani
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Religion Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Library & Information Science Social Sciences Other

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Journal : ComEngApp : Computer Engineering and Applications Journal

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Application of Machine Learning in Clustering Maize Producing Regions in Indonesia Eliyani; Dwiasnati, Saruni; Arif , Sutan Mohammad; Avrizal, Reza; Fatimah, Nona
Computer Engineering and Applications Journal (ComEngApp) Vol. 13 No. 2 (2024)
Publisher : Universitas Sriwijaya

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Abstract

Maize is considered an important commodity with promising market prospects. Given the importance of maize, there is a need to increase maize production to meet people's needs and maintain price stability. This study aims to group maize production in Indonesia by region, with the hope of finding areas that have the potential to become maize production centers to reduce dependence on imports. The data used in this research was obtained from the Central Statistics Agency, covering information from 34 provinces during the 2017-2021 period. This analysis uses the K-Means method with the Python programming language. The number of groups is determined using the Elbow Method. The results of this research show that there are three categories of maize production regions: regions with low maize production (below average), regions with medium maize production, and regions with high maize production. A total of 25 provinces are in the low production category, eight provinces are in the medium category, and only East Java is in the high production category.
Co-Authors Aida Nilawati Khuzar Arif , Sutan Mohammad Avrizal, Reza Daniel Happy Putra Dewi Puruhita Suci Dwiasnati, Saruni Fatimah, Nona Kamilatunisa Isobir Khairil Anwar Muhammad Nabil Muzakki Nor Asifa Rifqi Muhammad Rini Puji Astutik Rona Saruni Dwiasnati Shofia Ash’Saudah