使用 K-Nearest Neighbor (KNN) 方法为明古鲁市社会服务局的 BPJS-PBI 候选人提供决策支持系统

Aziz Ali Mahendra, Dewi Suranti, Jhoanne Fredricka
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摘要

摘要--针对缴费援助受助群体的健康社会保障组织机构是对由政府资助的穷人和弱势群体的援助机构。医疗社会保障管理机构的目标是改善所有贫困和无能力人群获得医疗服务的机会,提高医疗服务质量,切实有效地实现最佳公共卫生状态。明古鲁市社会服务局在确定医疗社会保障管理机构为缴费援助受益人群体提供援助的受益人时所面临的问题之一是,明古鲁市社会服务局在决定贫困家庭接受医疗社会保障管理机构缴费援助的过程中,仍然使用人工方法,因此处理过程耗时较长。本决策支持系统在确定受益人时采用了 K-近邻法,以帮助选择有权获得社会医疗保险管理机构救助的公民,从而更容易评估居民的标准。K-Nearest Neighbor 可以执行基于数学的程序,将这些标准的评估值转化为对数据分类的准确描述。该决策支持系统使用 PHP 编程语言和 MySQL 数据库进行设计。该决策支持系统可为明古鲁市社会服务机构提供便利,帮助其确定明古鲁市医疗社会保障管理机构对缴费援助对象群体的援助受益人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sistem Pendukung Keputusan Calon Penerima BPJS-PBI Pada Dinas Sosial Kota Bengkulu Menggunakan Metode K-Nearest Neighbor (KNN)
Abstract-Health Social Security Organizing Agency for Contribution Assistance Recipient groups is assistance for the poor and disadvantaged people who are financed by the Government. The goal of the Health Social Security Administrative Body is to improve access and quality of health services for all underprivileged and incapable people to achieve optimal public health status effectively and efficiently. One of the problems faced by the Bengkulu City Social Service in determining beneficiaries of Health Social Security Administering Body assistance for the Contribution Assistance Beneficiary group is the process carried out by the Bengkulu City Social Service in making decisions on receiving Contribution assistance  Health Social Security Administrative Body for poor families, still uses the manual method so it takes time. long to process. This decision support system for determining beneficiaries applies the K-Nearest Neighbor method to assist the selection process of citizens who are entitled to receive the Health Social Security Administrative Body so that it is easier to assess the criteria for residents. K-Nearest Neighbor can perform a mathematically based procedure to evaluate the values ​​of these criteria into an accurate description of the data classification. This decision support system is designed using the PHP Programming Language and MySQL Database. This decision support system can provide convenience for the Bengkulu City Social Service in determining beneficiaries of Health Social Security Administering Body assistance for groups of Contribution Assistance Recipients in Bengkulu City.
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