eprintid: 56651
rev_number: 13
eprint_status: archive
userid: 1636
dir: disk0/00/05/66/51
datestamp: 2026-10-23 03:50:33
lastmod: 2026-10-23 03:50:33
status_changed: 2026-10-23 03:50:33
type: article
metadata_visibility: show
creators_name: Hasan, Firman Noor
creators_id: firman.noorhasan@uhamka.ac.id
creators_orcid: 0000-0002-1246-3462
title: (AIoCSIT - S2) - Priyanto, Rizqi, Hasan [2026-10-19]
ispublished: pub
subjects: T1
divisions: 55201
abstract: The current development of the automotive industry increases the need for after-sales services for motor vehicles, including the provision of spare parts. Boang Moto Shop, as an automotive MSME, faces challenges in stock management due to the suboptimal utilization of available sales transaction data. This study aims to analyze consumer purchasing patterns to find combinations of spare parts that are frequently purchased together. The method used is data mining by applying the Frequent Pattern Growth (FP-Growth) algorithm. Data processing is carried out through the RapidMiner application using sales transaction data for three months. The analysis process starts from the data preprocessing stage, FP-Tree formation, to the extraction of association rules based on support, confidence, and lift ratio parameters. The results of this study are expected to provide recommendations for Boang Moto Shop management in the form of product package preparation (bundling), store layout arrangement, and determining inventory procurement priorities more effectively and efficiently to minimize the risk of stockpiling or running out of spare parts
date: 2026-10-19
date_type: published
publisher: Al'Adzkiya Foundation
official_url: https://aladzkiyajournal.com/index.php/AIoCSIT/article/view/401
id_number: https://doi.org/10.55311/aiocsit.v7i2.401
full_text_status: public
publication: AIoCSIT: Al'Adzkia International of Computer Science and Information Technology Journal
volume: 7
number: 2
pagerange: 111-120
refereed: TRUE
issn: 2722-0001
related_url_url: https://aladzkiyajournal.com/index.php/AIoCSIT/index
related_url_type: pub
citation:   Hasan, Firman Noor  (2026) (AIoCSIT - S2) - Priyanto, Rizqi, Hasan [2026-10-19].  AIoCSIT: Al'Adzkia International of Computer Science and Information Technology Journal, 7 (2).  pp. 111-120.  ISSN 2722-0001     
document_url: http://repository.uhamka.ac.id/id/eprint/56651/1/1.%20%20Cover.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/56651/2/2.%20%20Editorial%20Team.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/56651/3/3.%20%20Daftar%20Isi.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/56651/4/4.%20%20Artikel.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/56651/5/5.%20%20Turnitin%20-%20Similiarity%20Report.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/56651/6/6.%20%20LOA%20-%20Priyanto%2C%20Rizqi%2C%20Hasan.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/56651/7/Bukti%20Korespondensi.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/56651/8/%5B2026-10-19%5D%20-%20Priyanto%2C%20Rizqi%2C%20Hasan%20%20%28AIoCSIT%20-%20S2%29.pdf