1. Mapping cases of violence against children and women using the k-means algorithm.
- Author
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Ramdhan, William, Nurwati, Yusda, Riki Andri, and Handoko, Wiwin
- Subjects
- *
VIOLENCE against women , *K-means clustering , *WOMEN'S empowerment , *CHILD welfare , *RURAL women , *SEXUAL assault - Abstract
Violence against women is still largely shrouded in various legal systems, economic and religious values as well as traditions or customs of violence to reveal the violence experienced. The high rate of violence against children and women in Asahan Regency requires special attention from the Department of Population Control, Family Planning, Women's Empowerment and Child Protection (P2KBP3A) in Asahan Regency to provide different handling in areas experiencing violence to women and children. Datamining is a data search process to gain knowledge about searching for data on violence against children and women in the household in Asahan Regency. Calculation of the K-Means Algorithm is used to classify areas prone to violence against children and women in the household. This study uses data on violence against children and women in the household sourced from the P2KBP3A Office of Asahan Regency with a time span of 2016-2021 with variables of physical violence, psychological violence, sexual violence, neglect, categories of children and categories of women which are then divided into 3 clusters, namely high, medium and low clusters. Then the results obtained are cluster 1 (C1) with 5 sub-districts of moderate violence, cluster 2 (C2) with the lowest amount of violence as many as 18 sub-districts and cluster 3 (C3) with the highest amount of violence as much as 2 sub-districts. Based on the results of the cluster of cases of violence against children and women in the household, it became a solution in helping the Office of Population Control, Family Planning, Women's Empowerment and Child Protection (P2KBP3A) in Asahan Regency carry out different handling by adjusting the results of cluster analysis in each sub-district in Asahan Regency. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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