Jurnal Pengabdian Masyarakat dan Riset Pendidikan
Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202

Analisa Perbandingan Metode Klasifikasi Data Mining untuk Menentukan Tingkat Kemiskinan: Penelitian

Pangaribuan, Amser (Unknown)
Latif, Muhammad Rafi Al (Unknown)
Syahputra, Alfian Panji (Unknown)
Fauzan, Muhammad (Unknown)
Azhima, Fadli (Unknown)
Rahman, Mohammad Naufal Fathur (Unknown)



Article Info

Publish Date
16 Jan 2026

Abstract

Poverty is a social problem that requires proper data management and analysis to support decision-making. This study aims to classify the poverty status of the community into two categories, namely poor and non-poor, based on a socioeconomic dataset. The dataset used went through a data preprocessing stage that included data cleaning and attribute adjustment. The data processing process was carried out using classification techniques in data mining using a data processing application. Model evaluation was conducted to assess the classification capability based on the results of data testing. The results of the study indicate that the dataset used is able to support the process of classifying poverty status effectively. This research is expected to become the basis for the development of information systems that support decision-making in determining the poverty status of the community. Data Classification, Poverty Dataset, Poor and Non-Poor, Data Mining, Information Systems

Copyrights © 2026






Journal Info

Abbrev

jerkin

Publisher

Subject

Humanities Education Languange, Linguistic, Communication & Media Mathematics Other

Description

Jurnal Pengabdian Masyarakat dan Riset Pendidikan is a journal on Faculty of Education. Jurnal JERKIN: Jurnal Pengabdian Masyarakat dan Riset Pendidikan is under the auspices of the Faculty of Education, Universitas Pahlawan Tuanku Tambusai. The journal is registered with E-ISSN: 2961-9890. Jurnal ...