决策支持系统的应用程序使用C5算法来定义社会支持接收器

Febi Solifiah Batubara, Abdul Halim Hasugian, Heri Santoso
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引用次数: 0

摘要

贫困是各个领域的发展问题之一,其特点是高失业率、欠发达和变化导致的恶化。Pahae Jae街道Setia村的大多数居民仍然有许多穷人,贫困率仍然很高,他们为穷人或弱势群体实施了社会援助制度,以减少贫困。但是,据调查,在海在区塞蒂亚村地区,社会救助对象的选择仍然采用人工方式。选择过程是根据社会部门确定的标准,从一开始就通过观察居民的档案来确定谁可以获得援助。为了使社会救助对象的确定过程不系统,有时不准确,笔者选择了决策树算法c5.0方法来加快和方便选择符合条件的公民接受社会救助。对标准进行处理,从而得到一个值,并将其与训练数据进行比较,本研究是对符合条件和不符合条件的社会救助受助者进行分类的应用。建立这个程序或应用程序可以帮助该村更容易地确定贫困家庭社会援助计划的接受者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Aplikasi Sistem Pendukung Keputusan Menggunakan Algoritma C5 Untuk Menentukan Penerima Bantuan Sosial
Poverty is one of the development problems in various fields which is characterized by high unemployment, underdevelopment and deterioration caused by change. Most of the residents of Setia village, Pahae Jae sub-district, still have many poor people, the poverty rate is still high and they have implemented a social assistance system for the poor or underprivileged to reduce poverty. However, it turns out that the selection of social assistance recipients in the Setia Village area, Pahae Jae District is still using a manual system. the selection process is carried out by observing the residents' files from the start of the process to who can receive assistance based on the criteria that have been determined in the social section. So that the settlement process in determining the prospective recipients of social assistance does not occur systematically and sometimes is not on target, the decision tree algorithm c5.0 method was chosen by the author to speed up and facilitate the selection of eligible citizens to receive social assistance. the criteria are processed so that and obtain a value that will be compared with the training data, this research is an application of the classification of eligible and unworthy social assistance recipients. building this program or application can help make it easier for the village to determine recipients of the social assistance program for underprivile ged families.
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