Jurnal Teknologi dan Sistem Komputer
Volume 10, Issue 1, Year 2022 (January 2022)

Klasifikasi penerima bantuan program rehabilitasi rumah tidak layak huni menggunakan algoritme K-Nearest Neighbor

An-Naas Shahifatun Na’iema (Department of Informatics, Faculty of Science and Technology, Universitas Islam Nahdlatul Ulama. Jl. Taman Siswa (Pekeng) Tahunan, Jepara 59427|Universitas Islam Nahdlatul Ulama)
Harminto Mulyo (Department of Informatics, Faculty of Science and Technology, Universitas Islam Nahdlatul Ulama. Jl. Taman Siswa (Pekeng) Tahunan, Jepara 59427|Universitas Islam Nahdlatul Ulama)
Nur Aeni Widiastuti (Department of Informatics, Faculty of Science and Technology, Universitas Islam Nahdlatul Ulama. Jl. Taman Siswa (Pekeng) Tahunan, Jepara 59427|Universitas Islam Nahdlatul Ulama)

Article Info

Publish Date
31 Jan 2022

Abstract

The registrars for rehabilitation programs for uninhabitable settlements are increasing every year. The large data processing of registrants may result in inaccuracies and need a long time to determine livable houses (RTLH) and unfit for habitation (non RTLH). This study aims to apply the K-Nearest Neighbor algorithm in classifying the eligibility of recipients of uninhabitable house rehabilitation assistance. The data used in this study were 1289 data with 13 attributes from the Jepara Regency Public Housing and Settlement Service. Data processing begins with attribute selection, categorization, outlier data cleaning, and data normalization and method application. The proposed system has the best classification at k of 5 with an accuracy of 97.93%, 96.88% precision, 99.53% recall, and an AUC value of 0.964.

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Journal Info
Jurnal Teknologi dan Sistem Komputer
Website

Abbrev

JTSISKOM

Publisher

Universitas Diponegoro

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Jurnal Teknologi dan Sistem Komputer (JTSiskom, e-ISSN: 2338-0403) adalah terbitan berkala online nasional yang diterbitkan oleh Departemen Teknik Sistem Komputer, Universitas Diponegoro, Indonesia. JTSiskom menyediakan media untuk mendiseminasikan hasil-hasil penelitian, pengembangan dan ...