PENERAPAN ALGORITMA K-MEANS CLUSTERING UNTUK PENGELOMPOKAN WILAYAH RAWAN BANJIR

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Jahrotun Khomsiyah
Alif Ramdhani
Ade Feby Damayanti
Dede Rohman

Abstract

The city of Cirebon is one of the cities that often experiences floods caused by very high rainfall and people often throw garbage in the sewers and into the river so that the river becomes clogged and overflows. To classify flood-prone areas in the city of Cirebon, an algorithm is needed. Therefore, the method used in this research is the K-Means Clustering Algorithm method. The data was processed using the RapidMiner application with this clustering stage producing 5 clusters consisting of Cluster 0 totaling 8 items, Cluster 1 totaling 15 items, Cluster 2 totaling 33 items, Cluster 3 totaling 10 items, and Cluster 4 having 32 items. The results of this study indicate that the K-Means Clustering Algorithm can group flood-prone areas in the city of Cirebon.

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How to Cite
Khomsiyah, J., Alif Ramdhani, Ade Feby Damayanti, & Dede Rohman. (2021). PENERAPAN ALGORITMA K-MEANS CLUSTERING UNTUK PENGELOMPOKAN WILAYAH RAWAN BANJIR. JURNAL ILMIAH BETRIK : Besemah Teknologi Informasi Dan Komputer, 12(3), 249-253. https://doi.org/10.36050/betrik.v12i3.364
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Articles

References

[1] dkk Indrabayu, “Prediksi curah hujan dengan jaringan saraf tiruan,” 2012.
[2] i. a. a. r. d. f. a. m. m. abdurohman, “pengelompokan jumlah penduduk berdasarkan kategori usia 0-18 tahun dengan menggunakan algoritma k-means untuk menentukan pengembangan potensi desa wisata di kabupaten cirebon,” vol. 4, no. 2, 2017, doi: 0.37600/tekinkom.v2i2.115.
[3] N. R. Cep Lukman Rohmat, Irfan Ali, Gifthera Dwilestari, “Analisis Indeks Kepuasan Masyarakat Menggunakan Naïve Bayes Dalam Mewujudkan Layanan Prima Pada Puskesmas Majasem,” vol. 9, no. 3, 2021.
[4] pandjaitan, “peramalan dengan algoritma backpropagation.” Andi Yogyakarata, Yogyakarta, pp. 1–136, 2009.
[5] K. D. Jayanti and I. Mowidu, “Perkiraan Waktu Tanam Padi Sawah Tadah Hujan Didesa Silanca Tahun 2015 Dengan Menggunakan Model Thomas-Fiering,” vol. 11, 2015.
[6] F. A. M. Cep lukman rohmat, irfan ali, aria pratama, “analisis pemahaman santri dalam mempelajari kitab kuning menggunakan metode algoritma naïve bayes di pondok al arifah buntet pesantren cirebon,” vol. 4, no. 2, pp. 18–24, 2017.
[7] C. Lukman, A. Rinaldi, I. Ali, and O. Nurdiawan, “Aplikasi Layanan Perkara Menggunakan Web Service Berbasis Android Case Service Application Using Android-Based Web Service,” vol. 09, no. 3, pp. 355–363, 2021.
[8] A. R. Dikananda, I. Ali, Fathurrohman, R. Ade Rinaldi, and Iin, “Genre e-sport gaming tournament classification using machine learning technique based on decision tree, Naïve Bayes, and random forest algorithm,” IOP Conf. Ser. Mater. Sci. Eng., vol. 1088, no. 1, p. 012037, 2021, doi: 10.1088/1757-899x/1088/1/012037.

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