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Irawan, Heri
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Journal : Jurnal Teknik Informatika (JUTIF)

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Integration of K-Means Clustering and Elbow Method for Mapping Baccaurea spp. Distribution to Support Agroindustrial Development in West Sulawesi Irawan, Heri; Ihsan Fawzi, Muhammad; Hidayat, Syarif
Jurnal Teknik Informatika (Jutif) Vol. 6 No. 2 (2025): JUTIF Volume 6, Number 2, April 2025
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2025.6.2.4671

Abstract

Baccaurea spp. is a type of wild plant with potential value for sustainable agroindustrial development. This study aims to map and segment regions in West Sulawesi based on the habitat suitability for Baccaurea spp. using K-Means Clustering integrated with the Elbow Method. Field data were collected from 25 villages in Mamasa and Mamuju districts, involving five parameters: land area, production estimate, altitude, humidity, and average temperature. Based on the results of the exploration, 3 species of Baccaurea spp. have been found, namely Baccaurea Lanceolata, Baccaurea Costulata, and Baccaurea Racemosa. The analysis yielded three clusters, with Cluster 1 being identified as the top priority for agroindustrial development due to its high productivity and optimal land conditions. The findings provide a data-driven foundation for policymakers and industries to support the sustainable cultivation of Baccaurea spp. in Indonesia. This research contributes to informatics-based decision-making in agroindustry development and regional planning.
Co-Authors ., Mujiburrahman Abd Rahman Abdul Rahman akbar, nurhidayah Andriani, Meri Asyura, Nanda Riski Chusnul Chatimah, Hastin Ernawati Nur Dewi Saraswati, Dewi Dewiyana, Dewiyana Dianita, Ilfa Dina Novita, Dina Evi Yuliawati Fadhila Aziz Fatchiatuzahro Fauzi Rahman Gandhi Liyorba Indra Hasmiati Hasmiati Helena, Shifa Hera Nugrahayu Ihsan Fawzi, Muhammad Irmayanti Irmayanti, Irmayanti JK, A. Musdalifah Kusumadati, Wijantri Latifah, Milahtul Maryani Maryani Mudjrimin, Jusri Muh Yusuf Muhammad Firman Muhammad Ihsan muhammad suprapto Muhammad, Katon Mujiburrahman Mujiburrahman Mujiburrahman Mulya, Andi Deah Salsabilah Musdalifah Musdalifah Nadya, Yusri Nanda, Sri Handayani Nora Idiawati NURWAHIDAH NURWAHIDAH Patricia, Anggita Ramadhani Whi Whi Putri, Dwi Chintia Rahma, Yasinta Rendi Rendi, Rendi Reza Azizul Nasa Al Hakim RIRIN LESTARI Saifuddin Amin Sani, Chaerul Selfiani Sembiring, Rinawati Suriati Syamsuri Syarif Hidayat Toana, Ahmad Averus Utama, Kurniawan S. Wagianto, M Wiwik Widyo Widjajanti Yustia Wulandari Mirzayanti