JTKSI (Jurnal Teknologi Komputer dan Sistem Informasi)
Vol 6, No 3 (2023): JTKSI (Jurnal Teknologi Komputer dan Sistem Informasi)

Penerapan Data Mining Menggunakan K-Means Untuk Penentuan Penerima Bantuan Langsung Tunai (BLT) Dana Desa Pada Desa Cempaka Timur

Huswatun Hasanah (Institut Teknologi Bisnis Dan Bahasa Dian Cipta Cendikia)
Pakarti Riswanto (Institut Teknologi Bisnis Dan Bahasa Dian Cipta Cendikia)
Sidik Rahmatullah (Institut Teknologi Bisnis Dan Bahasa Dian Cipta Cendikia)



Article Info

Publish Date
13 Oct 2023

Abstract

Direct Cash Assistance is the provision of a sum of money to underprivileged people. This assistance is to help underprivileged communities in dealing with the corona virus (Covid19). In the distribution of Direct Cash Assistance, problems often occur as the distribution is not fully on target. BLT recipients were not on target because the determination process still used manual bookkeeping and the computerized process used MS. Excel so that the level of accuracy of data processing is still in doubt. Therefore to predict the determination of BLT recipients using the K-Means method and its implementation using MS. Excel and Python. Given that this method is one of those utilized to group data as a reference in making decisions on clustering sizable amounts of data, it is quite ideal for applying the predictions of BLT-DD Assistance recipients. From the results obtained in the processing of Direct Cash Assistance data using attributes that greatly influence, namely work, status of residence, income and number of dependents by obtaining two clusters, namely feasible or not feasible. In 2020 there were 38 eligible recipients of direct cash assistance and 72 inappropriate categories, in 2021 there were 30 eligible recipients of cash assistance and 70 inappropriate categories, in 2022 there were recipients of direct cash assistance with the category 29 people are eligible and 61 people are not eligible.

Copyrights © 2023






Journal Info

Abbrev

jtksi

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management

Description

The journal JTKSI is a peer-reviewed, scientific journal published by Bakti Nusantara Institute Lampung. Receives articles in technology information and this Journal publishes research articles, literature review articles, case reports and, concept or policy articles, in all areas such as, ...