Pengelompokan Kabupaten/Kota Di Provinsi Jawa Tengah Berdasarkan Jumlah Perempuan (Usia 18+) Korban Kekerasan Dengan Menggunakan K-Means Clustering

Abstract

Violence against women is one of the cases that often gets attention and news in various mass media and electronic media today. In Komnas Perempuan's Annual Records, there were 406,178 cases of violence against women reported and handled throughout 2018. This number increased compared to the previous year's 348,466 cases. This study was conducted to try to group 35 districts/cities in Central Java into 3 clusters based on the number of women (age 18+) victims of violence. Grouping is done using the k-means cluster method. The regencies/cities in Central Java are grouped into 3 clusters, namely: cluster 1 there is 1 Regency/City with a high number of women (age 18+) victims of violence, cluster 2 there are 4 Regency/City with a high number of victims of violence. female (age 18+) victims of violence. moderate, and cluster 3 there are 30 districts/cities with a low number of women (age 18+) victims of violence.

Pengelompokan Kebutuhan Jumlah Air Akibat Kekeringan Di Kabupaten Tuban Pada Tahun 2020 Dengan Algoritma K-Means

“…Selanjutnya untuk mengetahui dan memeriksa adanya outlier di dalam data [13]. Standarisasi data menggunakan Z-Score dengan cara mengurangi objek dengan rata-rata dan membaginya dengan standar deviasi untuk setiap variabel [14], maka akan digunakan rumus sebagai berikut: a. Rata-Rata adalah nilai yang mewakili satu set atau sekelompok data. Rata-Rata adalah suatu nilai yang cenderung berada di tengah-tengah kelompok data yang diatur oleh ukuran suatu nilainya.…”