Article Per Year (5 Year)
p-Index From 2021 - 2026
1.633
P-Index
This Author published in this journals
All Journal Jurnal Pseudocode Jurnal Informatika Upgris Jurnal Pengembangan Riset dan Observasi Teknik Informatika Journal of Technopreneurship and Information System (JTIS) Jurnal Sistem Informasi Dan E-Bisnis Jurnal Ilmu Komputer Dan Informatika Jurnal Media Akademik (JMA) Riau Jurnal Teknik Informatika Jurnal Komputer, Informasi dan Teknologi
Dedy Abdullah
Unknown Affiliation
Religion Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Social Sciences Other

Published : 11 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 11 Documents
Search

 1   2 
Analysis of Consumer Purchase Patterns Using Apriori Algorithm at Ryo Jaya Buah Store Ryo Ricardo; Yuza Reswan; Dedy Abdullah; Muntahanah Muntahanah
Jurnal Komputer, Informasi dan Teknologi Vol. 4 No. 1 (2024): June
Publisher : Penerbit Jurnal Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53697/jkomitek.v4i1.1762

Abstract

This study aims to analyze consumer purchasing patterns at Ryo Jaya Buah Stores using a priori algorithm. A priori algorithm is one of the data mining methods used to find relationships between items in a large dataset through the process of association. This research was conducted by collecting sales transaction data in a certain period at the Ryo Jaya Buah Shop. The data obtained is then processed and analyzed using software that supports the implementation of the Apriori algorithm. The results of this study show a significant variety of purchasing patterns among the products sold in the store. By knowing these patterns, Toko Ryo Jaya Buah can optimize product structuring, marketing strategies, and promotional offers to increase sales. In addition, testing a total of 173 transactions with a support value of 0.02 and a confidence value of 0.01 resulted in a number of rules that can be used as useful new information. After comparing the test results with and without Rapidminer 10.0 software, it is clear that the results of manual calculations are not significantly different from the results of Rapidminer 10.0 software.
Co-Authors A.R. Walad Mahfuzhi adindo, Yogi aditiansyah, bima Apridiansyah, Yovi Darnita, Yulia Dedy Agung Prabowo Dewi Antika Sari Djatmiko Widyadi Ningrat Febri Herwandi Harry Witriyono Hersi Tannia Marhalim Marissa Utami Muhammad Guntur Akbar Muhammad Husni Rifqo Muhammad Imanullah Muntahanah, Muntahanah Nur Arlin Afidha Ningsih Nuri David Maria Veronika Putra, Erwin Dwika Rendika Efando Rizki Ramadhan Ryo Ricardo Salmidah, Tasya Rufaidah Sherly Ramadhani Tasya Rufaidah Ujang Juhardi Yoga Aimar Rosyid Yovi Apridiyansyah Yulia Darmi Yuza Reswan