Cluster Biji Sawit Unggul Dengan Algoritma K-Medoids
- Chandra Frenki Sianturi Universitas Budi Darma, Medan, Indonesia
-
Lince Tomoria Sianturi
*
Universitas Budi Darma, Medan,
Indonesia
(*) Corresponding Author
Abstract
Superior oil palm seed is a plant derived from fruit that is 1.57 cm long and 0.92 cm wide, with a roundness of 80% and a weight of 1.11 grams. There have been a large number of 1.4 million oil palm seeds distributed by the end of 2021. There are several problem factors that influence choosing superior seeds for oil palm, namely the problem of circulating wild seeds and being traded on the illegal market, frequent pests and diseases in oil palm growth, coconut production capacity sufficient oil palm is still relatively lacking compared to demand, and many of the plantations are forcing the yield of oil palm fruit. the consequences of the problems above are the lack of knowledge and knowledge that can be obtained by anyone who has an oil palm plantation. So from the results of this study alternatives A1, A6, A9, A10, A13, A18 are in one cluster, and alternatives A2, A5, A8, A11, A14, A15, A16, A17, A19 are in one cluster, while alternative A3 ,A4,A7,A12,A20 are also in one cluster.
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References
N. Sirait, “IMPLEMENTASI K-MEANS CLUSTERING PADA PENGELOMPOKAN MUTU BIJI SAWIT ( Studi Kasus : PT . Multimas Nabati Asahan ),” J. Pelita Inform., vol. 6, no. 2, pp. 170–174, 2017.
U. Produksi, B. Unggul, T. Pendek, M. Tak, and J. Tinggi, “Pemuliaan kelapa sawit.”
M. Huda and M. Kom, Algoritma Data Mining: Analisis Data Dengan Komputer. bisakimia, 2019.
N. Pulungan, S. Suhada, and D. Suhendro, “Penerapan Algoritma K-Medoids Untuk Mengelompokkan Penduduk 15 Tahun Keatas Menurut Lapangan Pekerjaan Utama,” KOMIK (Konferensi Nas. Teknol. Inf. dan Komputer), vol. 3, no. 1, 2019.
D. Marlina, N. Lina, A. Fernando, and A. Ramadhan, “Implementasi Algoritma K-Medoids dan K-Means untuk Pengelompokkan Wilayah Sebaran Cacat pada Anak,” J. CoreIT J. Has. Penelit. Ilmu Komput. dan Teknol. Inf., vol. 4, no. 2, p. 64, 2018, doi: 10.24014/coreit.v4i2.4498.
D. Wahyuli, H. Handrizal, I. Parlina, A. P. Windarto, D. Suhendro, and A. Wanto, “Mengelompokkan Garis Kemiskinan Menurut Provinsi Menggunakan Algoritma K-Medoids,” Pros. Semin. Nas. Ris. Inf. Sci., vol. 1, no. September, p. 452, 2019, doi: 10.30645/senaris.v1i0.51.
Z. Mustofa and I. S. Suasana, “ALGORITMA CLUSTERING K-MEDOIDS PADA E-GOVERNMENT BIDANG INFORMATION AND COMMUNICATION,” vol. 9, pp. 1–10, 2018.
N. L. Anggreini, “Jurnal Teknologi Informasi dan Pendidikan,” vol. 12, no. 2, 2019.
H. Santoso, I. P. Hariyadi, and Prayitno, “Data Mining Analisa Pola Pembelian Produk,” Tek. Inform., no. 1, pp. 19–24, 2016.
S. R. Ningsih, I. S. Damanik, A. P. Windarto, H. S. Tambunan, J. Jalaluddin, and A. Wanto, “Analisis K-Medoids Dalam Pengelompokkan Penduduk Buta Huruf Menurut Provinsi,” Pros. Semin. Nas. Ris. Inf. Sci., vol. 1, no. September, p. 721, 2019, doi: 10.30645/senaris.v1i0.78.
B. Sabri, “Aplikasi Urin Sapi Pada Beberapa Media Tanam Untuk Perkecambahan Kelapa Sawit (Elaeis Guineensis Jacq) Di Pre Nursery.” Universitas Islam Riau, 2019.
D. A. I. C. Dewi and D. A. K. Pramita, “Analisis Perbandingan Metode Elbow dan Silhouette pada Algoritma Clustering K-Medoids dalam Pengelompokan Produksi Kerajinan Bali,” Matrix J. Manaj. Teknol. dan Inform., vol. 9, no. 3, pp. 102–109, 2019, doi: 10.31940/matrix.v9i3.1662.
B. Wira, A. E. Budianto, and A. S. Wiguna, “Implementasi Metode K-Medoids Clustering Untuk Mengetahui Pola Pemilihan Program Studi Mahasiwa Baru Tahun 2018 Di Universitas Kanjuruhan Malang,” Rainstek J. Terap. Sains Teknol., vol. 1, no. 3, pp. 53–68, 2019.
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