Associate Professor Tutut Herawan, PhD STIKOM Tunas Bangsa, Pematangsiantar North Sumatera, Indonesia Web of Science ResearcherID: AAB-6534-2021 Scopus ID: 35085139400
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About The Authors
Arief prajoko STIKOM Tunas Bangsa Pematangsiantar, Sumatera Utara, Indonesia Indonesia
rahmat Widiya Sembiring STIKOM Tunas Bangsa Pematangsiantar, Sumatera Utara, Indonesia Indonesia
Saifullah S STIKOM Tunas Bangsa Pematangsiantar, Sumatera Utara, Indonesia Indonesia
(1) STIKOM Tunas Bangsa Pematangsiantar, Sumatera Utara, Indonesia (2) STIKOM Tunas Bangsa Pematangsiantar, Sumatera Utara, Indonesia (3) STIKOM Tunas Bangsa Pematangsiantar, Sumatera Utara, Indonesia (*) Corresponding Author
Abstract
The purpose of this study is to classify data on families who are entitled to receive a Prosperous Family Card (KKS), because there are still many other poor families who have not had the opportunity to receive this assistance program. Sources of data obtained from the Panghulu Nagori Mekar Rejo office, Bosar Maligas District, Simalungun Regency. The method used in this research is the C4.5 algorithm data mining technique which is implemented with the RapidMiner 5.3 application. The variables used in determining which families are entitled to receive a Prosperous Family Card (KKS) are (1) Occupation, (2) Income of the Head of the Family, (3) Number of Dependents, (4) Highest Education, (5) Condition of the House Building. The results of the classification using the C4.5 algorithm and testing with the Rapidminer software found that the factor that determines the feasibility of providing the Prosperous Family Card (KKS) assistance is C2 (Head of Household Income) with the highest gain value, namely 0.46880137
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