PENERAPAN DATA MINING ALGORITMA K-MEANS CLUSTERING PADA POPULASI AYAM PETELUR DI INDONESIA
:
Abstract
Chicken eggs are a type of egg that is easy to find and favored by many people. So that the community's need for chicken eggs is needed to meet the needs of animal protein sources and their daily nutrition. This study analyzes the application of the K-Means Clustering Algorithm Data Mining on the Layering Poultry Population in Indonesia. The source of data on the population of laying hens in Indonesia is obtained and collected through the website of the National Statistics Agency. The data used is from 2016-2020 which consists of 34 provinces. The data will be grouped into 3 clusters, namely high, medium, and low population clusters. Data processing is done manually in Microsoft Excel and assisted by data mining tools, namely Rapidminer and Orange. The results of the data processing show the same results, namely 1 province for the high population cluster, 3 provinces for the medium population cluster and 30 provinces for the low population cluster. The purpose of this study is for the government and breeders to pay more attention to the number of laying hens in Indonesia based on clusters that have been carried out to maintain a balance in the number and stability of egg prices in the community.
References
Aldi, “Kelayakan Finansial Usaha Peternakan Ayam Ras Petelur,” Pap. Knowl. . Towar. a Media Hist. Doc., pp. 12–26, 2018.
A. A. Hamzah, “Profil Komoditas Telur Ayam Ras,” 2020. .
M. Marsono, D. Saripurna, and M. Zunaidi, “Analisis Data Mining Pada Strategi Penjualan Produk PT Aquasolve Sanaria Dengan Menggunakan Metode K-Means Clustering,” J-SISKO TECH (Jurnal Teknol. Sist. Inf. dan Sist. Komput. TGD), vol. 4, no. 1, p. 127, 2021, doi: 10.53513/jsk.v4i1.60.
M. G. Sadewo, A. P. Windarto, and D. Hartama, “Penerapan Datamining Pada Populasi Daging Ayam Ras Pedaging Di Indonesia Berdasarkan Provinsi Menggunakan K-Means Clustering,” InfoTekJar (Jurnal Nas. Inform. dan Teknol. Jaringan), vol. 2, no. 1, pp. 60–67, 2017, doi: 10.30743/infotekjar.v2i1.164.
F. I. Manek, S. Faisal, and B. Priyatna, “Penerapan K-Means Clustering untuk Mengelompokkan Pelanggan Berdasarkan Data Penjualan Ayam,” Techno Xplore J. Ilmu Komput. dan Teknol. Inf., vol. 3, no. 2, pp. 88–93, 2018, doi: 10.36805/technoxplore.v3i2.820.
Badan Pusat Statistik, “Badan Pusat Statistik,” 2017. https://www.bps.go.id/linkTableDinamis/view/id/960.
V. Miralda, M. Zarlis, and E. Irawan, “Penerapan Metode K-Means Clustering Untuk Daging Ayam Buras,” Build. Informatics, Technol. Sci., vol. 2, no. 2, pp. 91–98, 2020, doi: 10.47065/bits.v2i2.493.
S. Rustam, “Penerapan Optimasi Jumlah Kluster Pada Kmeans Untuk Pengelompokan Kelas Mata Kuliah Kosentrasi Mahasiswa Semester Akhir,” Simtek J. Sist. Inf. dan Tek. Komput., vol. 5, no. 1, pp. 1–5, 2020, doi: 10.51876/simtek.v5i1.64.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Copyright Notice
The copyright of the received article shall be assigned to the publisher of the journal. The intended copyright includes the right to publish the article in various forms (including reprints). The journal maintains the publishing rights to published articles. Therefore, the author must submit a statement of the Copyright Transfer Agreement.*)
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
In line with the license, authors and any users (readers and other researchers) are allowed to share and adapt the material only for non-commercial purposes. In addition, the material must be given appropriate credit, provided with a link to the license, and indicated if changes were made. If authors remix, transform or build upon the material, authors must distribute their contributions under the same license as the original.
Please find the rights and licenses in RABIT : Jurnal Teknologi dan Sistem Informasi Univrab. By submitting the article/manuscript of the article, the author(s) accept this policy.
1. License
The non-commercial use of the article will be governed by the Creative Commons Attribution license as currently displayed on Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
2. Author’s Warranties
The author warrants that the article is original, written by stated author(s), has not been published before, contains no unlawful statements, does not infringe the rights of others, is subject to copyright that is vested exclusively in the author and free of any third party rights, and that any necessary written permissions to quote from other sources have been obtained by the author(s).
3. User Rights
RABIT's spirit is to disseminate articles published are as free as possible. Under the Creative Commons license, RABIT permits users to copy, distribute, display, and perform the work for non-commercial purposes only. Users will also need to attribute authors and RABIT on distributing works in the journal.
4. Rights of Authors
Authors retain all their rights to the published works, such as (but not limited to) the following rights;
- Copyright and other proprietary rights relating to the article, such as patent rights,
- The right to use the substance of the article in own future works, including lectures and books,
- The right to reproduce the article for own purposes,
- The right to self-archive the article,
- The right to enter into separate, additional contractual arrangements for the non-exclusive distribution of the article's published version (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal (RABIT : Jurnal Teknologi dan Sistem Informasi Univrab).
5. Co-Authorship
If the article was jointly prepared by other authors, any authors submitting the manuscript warrants that he/she has been authorized by all co-authors to be agreed on this copyright and license notice (agreement) on their behalf, and agrees to inform his/her co-authors of the terms of this policy. RABIT will not be held liable for anything that may arise due to the author(s) internal dispute. RABIT will only communicate with the corresponding author.
6. Royalties
This agreement entitles the author to no royalties or other fees. To such extent as legally permissible, the author waives his or her right to collect royalties relative to the article in respect of any use of the article by RABIT.
7. Miscellaneous
RABIT will publish the article (or have it published) in the journal if the article’s editorial process is successfully completed. RABIT's editors may modify the article to a style of punctuation, spelling, capitalization, referencing and usage that deems appropriate. The author acknowledges that the article may be published so that it will be publicly accessible and such access will be free of charge for the readers as mentioned in point 3.
PDF (Bahasa Indonesia)
Abstract views: 1979
downloads: 1660
