Author:
Samboteng Lukman,Rulinawaty R,Rachmat Kasmad,Basit Mutmainnah,Rahim Robbi
Abstract
Food is the ingredient that enables people to grow, develop, and achieve. For this reason, food quality and types of food must be considered so that they are safe for consumption and managed. Some plant-based foodstuffs are often processed and consumed by the community, even the most needed in food processing. In this case, the research was carried out using data mining with market basket analysis algorithms to obtain very valuable information to decide the inventory of the type of material needed. Market Based Analysis method is used to analyze all data and create patterns for each data. One method of Market Based Analysis in question is the association rule with a priori algorithm. This algorithm produces sales transactions with strong associations between items in the transaction which are used as sales recommendations that help users (owners) get recommendations when users see details of the itemset purchased. From the results of the trials in this study, it was found that the greater the minimum support (minsup) and minimum confidence (minconf), the less time it takes to produce recommendations and the fewer recommendations are given, but the recommendations given come from transactions that often appear.
Publisher
Centre for Evaluation in Education and Science (CEON/CEES)
Subject
Mechanical Engineering,General Engineering,Safety, Risk, Reliability and Quality,Transportation,Renewable Energy, Sustainability and the Environment,Civil and Structural Engineering
Cited by
7 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Market Basket Analysis of a Health Food Store in Thailand;International Journal of Knowledge and Systems Science;2023-11-10
2. Business Intelligence Model for Customer Targeting Using Fuzzy-C-Means and FP-Growth;2023 3rd International Conference on Emerging Smart Technologies and Applications (eSmarTA);2023-10-10
3. Analysis of Data Mining Algorithms in Market Basket Analysis;2023 International Conference on Advancement in Computation & Computer Technologies (InCACCT);2023-05-05
4. Web Mining Techniques - A Framework to Enhance Customer Retention;International Journal of e-Collaboration;2023-01-13
5. An Analytical Study of Iraqi Supermarket Materials using the RapidMiner Tools;2022 International Conference on Data Science and Intelligent Computing (ICDSIC);2022-11-01