Pemanfaatan Data Mining Menggunakan Metode K-Means Untuk Analisa Komoditas Telur Ayam

  • Muhammad Faisal * Mail Universitas Raharja, Indonesia
  • Suharmanto STIE Ganesha, Indonesia
  • Wiranti Sri Utami Universitas Cendekia Abditama, Indonesia
  • Nila Pratiwi Universitas Cendekia Abditama, Indonesia
DOI: https://doi.org/10.47065/bit.v5i4.1673
Keywords: Telur Ayam; Data Mining; Cluster; K-Means

Abstract

Chicken eggs are a source of animal protein that taste delicious and have many benefits, especially in the culinary field or are one of the main ingredients in making cakes. Some animals, especially poultry, can produce eggs that can be bought and sold and consumed by humans, including chicken eggs, duck eggs, puyu eggs and goose eggs, but the most popular and frequently consumed by humans are chicken eggs. There are two types of chicken eggs, namely free-range chicken eggs (Buras) and free-range chicken eggs (Ras). Data on broiler egg commodities is recorded at the Central Statistics Agency (BPS) and this data can be used for research, especially in the field of data mining using the K-clustering method. The aim of the facility is to determine the commodity cluster for purebred chicken eggs in each province. The number of clusters obtained from 34 provinces was 8 clusters With a cluster percentage of 76,6%.

References

d. F. R. Makarim, “Ini Manfaat Telur untuk Kesehatan yang Perlu Diketahui,” halodoc, 24 November 2023. [Online]. Available: https://www.halodoc.com/artikel/ini-manfaat-telur-untuk-kesehatan-yang-perlu-diketahui?srsltid=AfmBOoqLjDH9ZcnOpVXQAq8LS9trkCcODH2r7tZlU3Y0DJIzP0_4edXf. [Diakses 28 Oktober 2024].

D. Lutfiasari, G. P. Y dan V. A, “PENGARUH KONSUMSI TELUR AYAM RAS TERHADAP KADAR HEMOGLOBIN PADA IBU HAMIL,” Jurnal Bidan Pintar, vol. 1, no. 1, pp. 12-20, 2020.

M. Febria, D. Garnida, I. y. Asmara dan D. Hidayat, “EVALUASI HAUGH UNIT (HU) DAN INDEKS ALBUMEN DENGAN MENGGUNAKAN GELOMBANG ULTRASONIK PADA TELUR AYAM RAS,” Jurnal Produksi Ternak Terapan, vol. 3, no. 1, pp. 33-40, 2022.

d. A. W. Setiawan, “Berapa Lama Anda Bisa Menyimpan Telur Ayam?,” hello sehat, 11 desember 2022. [Online]. Available: https://hellosehat.com/sehat/informasi-kesehatan/masa-kedarluwarsa-telur-busuk/. [Diakses 28 oktober 2024].

F. Sandi, “Harga Telur Ayam Lampaui Acuan Pemerintah, Mendag Zulhas Bilang Begini,” CNBC Indonesia, 21 Februari 2024. [Online]. Available: https://www.cnbcindonesia.com/news/20240221123805-4-516346/harga-telur-ayam-lampaui-acuan-pemerintah-mendag-zulhas-bilang-begini. [Diakses 28 Oktober 2024].

V. J. Siagian, Outlook Komoditas Peternakan Telur Ayam Ras Petelur, Jakarta Selatan: Pusat Data dan Sistem Informasi Pertanian, 2022.

Outlook Komoditas Peternak Telur Ayam Ras Petelur, Jakarta Selatan: Pusat Data dan Sistem Informasi Pertanian, 2022.

A. “Data Mining,” dalam DATA MINING DAN KNOWLEDGE DISCOVERY PROCESS, Tangah Padang Sumatera Barat , PT GLOBAL EKSEKUTIF TEKNOLOGI, 2023, pp. 1-16.

F. Dikarya dan S. Muharni, “PENERAPAN ALGORITMA K-MEANS CLUSTERING UNTUK PENGELOMPOKANUNIVERSITAS TERBAIK DI DUNIA,” Jurnal Informatika, vol. 22, no. 2, pp. 124-131, 2022.

N. S. Nurajizah dan A. Salbinda, “Penerapan Data Mining Metode K-Means Clustering Untuk Analisa Penjualan Pada Toko Fashion Hijab Banten,” Jurnal Teknik Komputer AMIK BSI, vol. 7, no. 2, pp. 158-163, 2021.

C. Habibi dan R. Nursyanti, “Implementasi Algoritma K-Means dan C-Means untuk Clustering Angka Kemiskinan,” EXPERT Jurnal Manajemen Sistem Informasi dan Teknologi, vol. 13, no. 1, pp. 50-55, 2023.

A. Nugraha, O. Nurdiawan dan G. Dwilestari, “PENERAPAN DATA MINING METODE K-MEANS CLUSTERING UNTUK ANALISA PENJUALAN PADA TOKO YANA SPORT,” JATI, vol. 6, no. 2, pp. 849-855, 2022.

S. W. S. Utami, N. Pratiwi dan M. Faisal, “Penerapan Data Mining Menggunakan Algoritma K-Means Untuk Clustering Perokok Usia Lebih dari 15 Tahun,” Bulletin of Information Technology (BIT), vol. 4, no. 4, pp. 501-507, 2023.

N. Purwati, H. Kurniawan dan S. Karnila, Data Mining, Banyumas: CV. ZT Corpora, 2021.

M. Arhami dan M. Nasir, Data Mining Algoritma dan Implementasi, Yogyakarta: Andi Offset, 2020.

J. Hutagalung, Kombinasi K-Means Clustering dan Metode Moora, Yogyakarta: Deeppublish, 2021.

N. T. Hartanti, “Metode Elbow dan K-Means Guna Mengukur Kesiapan Siswa SMK Dalam Ujian Nasional,” Jurnal Nasional Teknologi & Sistem Informasi, vol. 6, no. 2, pp. 82-89, 2020.

R. Hidayati, A. Zubair, A. H. Pratama dan L. Indana, “Analisis Silhouette Coefficient pada 6 Perhitungan Jarak K-Means Clustering,” Techno.COM, vol. 20, no. 2, pp. 186-197, 2021.

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Published
2024-12-22
How to Cite
Faisal, M., Suharmanto, Wiranti Sri Utami, & Pratiwi, N. (2024). Pemanfaatan Data Mining Menggunakan Metode K-Means Untuk Analisa Komoditas Telur Ayam . Bulletin of Information Technology (BIT), 5(4), 247 - 254. https://doi.org/10.47065/bit.v5i4.1673
Issue
Vol 5 No 4: Desember 2024
Section
Articles

Copyright (c) 2024 Faisal Muhammad, Suharmanto, Wiranti Sri Utami, Nila Pratiwi

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