Jurnal Indonesia : Manajemen Informatika dan Komunikasi
Vol. 4 No. 1 (2023): Jurnal Indonesia : Manajemen Informatika dan Komunikasi (JIMIK)

IMPLEMENTASI ALGORITMA K-NEAREST NEIGHBOR TERHADAP PENENTUAN RISIKO KREDIT USAHA MIKRO KECIL DAN MENENGAH

Ida (STMIK Profesional Makassar)
Suardi Hi Baharuddin (STMIK Profesional Makassar)
Muhammad Faisal (STMIK Profesional Makassar)
Nur Ramadhan (STMIK Profesional Makassar)
Darniati (STMIK Profesional Makassar)



Article Info

Publish Date
10 Jan 2023

Abstract

This research was carried out in the context of implementing the K-NN algorithm so that a source of information can be produced as a basis for supporting decisions on initial credit applications by customers so that they can help cooperative managers more as knowledge of the progress of credit proposals that are carried out at the Micro, Small and Medium Enterprise Cooperative Service Office ( SMEs) South Sulawesi Province. The K-Nearest Neighbor algorithm is used to classify objects based on attributes and training samples. Among them, from k objects, the k-Nearest Neighbor algorithm uses neighbor classification as the predicted value. The results show that the algorithm produces a classification with a faster calculation time based on the prediction of customer data resulting from the calculation.

Copyrights © 2023






Journal Info

Abbrev

jimik

Publisher

Subject

Computer Science & IT

Description

Jurnal Indonesia : Manajemen Informatika dan Komunikasi, with ISSN 2723-7060 (Online) dan XXXX-XXXX (Print) published by Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) AMIK Indonesia. It is a biennial refereed journal that discusses community practices and processes. It provides a forum ...