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All Journal J@TI (TEKNIK INDUSTRI) Jurnal E-Komtek Community Development Journal: Jurnal Pengabdian Masyarakat JURPIKAT (Jurnal Pengabdian Kepada Masyarakat) Jurnal Informasi Sains dan Teknologi (ISAINTEK) eProceedings of Engineering Innovative: Journal Of Social Science Research Journal of Industrial and Mechanical Engineering
Faturohman, Muhammad Iqbal
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Humanities Computer Science & IT Control & Systems Engineering Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Mechanical Engineering Public Health Social Sciences Other

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Journal : Jurnal E-Komtek

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Pendekatan Analisis Klaster untuk Meningkatkan Manajemen Inventaris dan Rekomendasi Produk di Industri Tanaman Hias Faturohman, Muhammad Iqbal; Naziha, Thalia
Jurnal E-Komtek (Elektro-Komputer-Teknik) Vol 8 No 2 (2024)
Publisher : Politeknik Piksi Ganesha Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37339/e-komtek.v8i2.2142

Abstract

The ornamental plant industry has grown significantly as consumers seek to enhance living spaces with diverse plant species. This study aims to optimize inventory management and marketing strategies by applying K-Means clustering to categorize plants based on price, pot size, light requirements, care levels, and popularity. The method used is K-Means clustering, which groups plants into three clusters based on key characteristics. By analyzing these attributes, K-Means clustering identifies patterns and similarities among different plant species, allowing businesses to understand consumer preferences and inventory management better. The results identified three main clusters: Cluster 1 (moderate care, light, popularity) plants like Aglaonema require balanced stock and targeted promotion for medium-light environments. Cluster 2 (low care, light, popularity) plants such as Aglaonema Chiangmai need high stock levels and budget-friendly marketing. Cluster 3 (high care, light, popularity) plants like Alocasia demand elevated stock, premium quality, and care-focused promotion.
Co-Authors Ade Yanyan Ramdhani Aiza Yudha Pratama Azzahra, Mandalika Dina Rachmawaty Emmareta Fauziah Famila Dwi Winati Faturohman, Kholid Gladi Pawestri Utami Jaya, Satria Karina Amanda Larasati Kristian Dyandra, Reynara MIFTAHOL ARIFIN, MIFTAHOL Nabila Noor Qisthani Nurulloh, Ikhwan Rachmadhani, Vania Roselia Rajagukguk, Rowland Pratama Ridho Ananda Setianingsih, Ratna Sulis Sotaradu Gurning, Andre Syaerozi, Muhammad Ali As- Thalia Naziha Yanyan Ramdhani, Ade