模糊c均值在发育迟缓易发区聚类中的实现

Ratna Dwi Christyanti, D. Sulaiman, A. Utomo, M. Ayyub
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引用次数: 1

摘要

发育迟缓是发生在幼儿中的一种慢性营养问题,根据年龄身高(TB/U)(小于两个负标准差)或幼儿身高低于应有身高来定义。发育迟缓是幼儿的一种慢性营养问题,其特点是身高低于同龄儿童的身高。布隆干县是印度尼西亚160个城市县之一,重点关注减少发育迟缓。基于这些问题,本研究旨在确定布伦安县发育迟缓脆弱性集群。使用的方法是模糊c均值(FCM)。本研究的结果是,集群1中的区域具有高脆弱性,因为它的posyandu充分性(活跃)水平最低,婴儿LBW发生率高,集群2具有中等脆弱性,因为它具有足够的puskesmas水平,posyandu充分性(活跃),充足的医生,充足的营养学家,充足的助产士,中等LBW百分比,和集群3的脆弱性水平较低,因为它们在该地区具有较低的平均土地面积百分比和较高的充足性(活跃)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of Fuzzy C-Means in Clustering Stunting Prone Areas
Stunting is a chronic nutritional problem that occurs in toddlers, defined based on height for age (TB/U) which is less than two negative standard deviations or a toddler's height is shorter than it should be. Stunting is a chronic nutritional problem in toddlers, characterized by a shorter height than the height of children his age. Bulungan Regency is one of 160 urban regencies in Indonesia that is intervened to focus on reducing stunting. Based on these problems, this study aims to determine the cluster of stunting vulnerabilities in Bulungan Regency. The method used is Fuzzy C-Means (FCM). The results of this study are that the area in cluster 1 has a high level of vulnerability because it has the lowest level of adequacy of posyandu (active) and high incidence of LBW in infants, cluster 2 has a moderate level of vulnerability because it has an adequate level of puskesmas, adequacy of posyandu (active), the adequacy of doctors, the adequacy of nutritionists, the adequacy of midwives, the percentage of moderate LBW, and cluster 3 have a low level of vulnerability because they have a low average percentage of LBW and a high level of adequacy of posyandu (active) in the area.
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