Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 6 No 3 (2022): Mei 2022

Klasifikasi Penerima Bantuan Program Keluarga Harapan menggunakan Algoritme Decision Tree C4.5 (Studi Kasus: Desa Mlirip Kabupaten Mojokerto)

Nabilah Iftah Nella (Fakultas Ilmu Komputer, Universitas Brawijaya)
Nanang Yudi Setiawan (Fakultas Ilmu Komputer, Universitas Brawijaya)
Dian Eka Ratnawati (Fakultas Ilmu Komputer, Universitas Brawijaya)



Article Info

Publish Date
08 Feb 2022

Abstract

Social assistance is the provision of assistance in the form of money or goods distributed to certain individuals or groups. As a form of responsibility in alleviating poverty, the government allocates costs to handle this, one of which is the Family Hope Program (PKH). PKH is a program to provide cash assistance to poor households. One of the villages that has received PKH assistance from the government is Mlirip village, Mojokerto Regency. With the help of PKH, people with low incomes feel very helpful. Unfortunately, until now PKH is still considered not optimal because many aids are not well targeted and the village head's office does not yet have a reference in choosing a truly worthy family. Classification is carried out to determine the eligibility of PKH beneficiaries so that they are not misdirected. The data used is data for 2020-2021 with a total of 357 data from 7 hamlets in Mlirip village. Based on the results of the confusion matrix, it produces 71.1% accuracy, 90.9% precision, 70.4% recall, and 79.3% f1-score. The results of the classification process are visualized using a dashboard which produces a SUS Score of 87.5 which indicates the dashboard is acceptable to stakeholders

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Journal Info

Abbrev

j-ptiik

Publisher

Subject

Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering

Description

Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya merupakan jurnal keilmuan dibidang komputer yang memuat tulisan ilmiah hasil dari penelitian mahasiswa-mahasiswa Fakultas Ilmu Komputer Universitas Brawijaya. Jurnal ini diharapkan dapat mengembangkan penelitian ...