Implementation of the Max-Miner algorithm for product recommendations in Café Lo Aja

Sisfotenika

View Publication Info
 
 
Field Value
 
Title Implementation of the Max-Miner algorithm for product recommendations in Café Lo Aja
 
Creator Utomo, Ghulam Prasetyo; Mahasiswa Universitas Nasional
Triayudi, Agung
Sholihati, Ira Diana
 
Subject Max-Miner; Promotion; Data Mining; Café Lo Aja; Market Basket Analysis
 
Description Café Lo Aja is a company that sells food and drinks. The business process carried out by this company is buying goods from suppliers and selling products to customers. Sales transaction data will produce heaps of data that get bigger and bigger, so that it can cause new problems. The purpose of this research is to make an application to process a sales transaction data so that it can produce information about consumer purchasing patterns which will be used to help the Cafe Lo Aja to make business decisions. This study uses Cafe Lo Aja sales transaction data in 2019 with the Data Mining Market Basket Analysis method and the Max-Miner Algorithm. This research produces data which is an association rule from a collection of sales transaction data. So that by knowing the pattern of purchasing these products, the cafe manager can predict future market needs that can take into account what stock items must be reproduced and what items should be reduced because of the small percentage of interested ones. By knowing the results of the association, the manager can adjust the layout of the product menu to be better because products that are often purchased will be placed close together. Suggested application development that can be done in further research is the system can be developed into a mobile application, so consumers can order products on their smartphone devices.
 
Publisher STMIK PONTIANAK
 
Contributor
 
Date 2020-06-08
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion

 
Format application/pdf
 
Identifier http://sisfotenika.stmikpontianak.ac.id/index.php/ST/article/view/964
10.30700/jst.v10i2.964
 
Source SISFOTENIKA; Vol 10, No 2 (2020): SISFOTENIKA; 214-226
SISFOTENIKA; Vol 10, No 2 (2020): SISFOTENIKA; 214-226
2460-5344
2087-7897
10.30700/jst.v10i2
 
Language ind
 
Relation http://sisfotenika.stmikpontianak.ac.id/index.php/ST/article/view/964/701
 
Rights Copyright (c) 2020 SISFOTENIKA
http://creativecommons.org/licenses/by-nc/4.0
 

Contact Us

The PKP Index is an initiative of the Public Knowledge Project.

For PKP Publishing Services please use the PKP|PS contact form.

For support with PKP software we encourage users to consult our wiki for documentation and search our support forums.

For any other correspondence feel free to contact us using the PKP contact form.

Find Us

Twitter

Copyright © 2015-2018 Simon Fraser University Library