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All Journal Bulletin of Electrical Engineering and Informatics JOIV : International Journal on Informatics Visualization Asean International Journal of Business JITEEHA: Journal of Information Technology Applications in Education, Economy, Health and Agriculture
Ahmad, Sharifah Sakinah Syed
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Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering

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Analysis of Restaurant Ordering Patterns Using Apriori Algorithm Marisa, Fitri; Badrussalam, Nanda; Ahmad, Sharifah Sakinah Syed; Vitianingsih, Anik Vega; Maukar, Anastasia L
Journal of Information Technology application in Education, Economy, Health and Agriculture Vol. 2 No. 2 (2025): June
Publisher : Lumina Infinity Academy Foundation

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Abstract

This study implements the Apriori algorithm to analyze ordering patterns in home-based restaurants, specifically Dapur Mb Yani. Sales transaction data for three weeks shows that the Geprek Sambal Merah, Geprek Sambal Ijo, and Ayam Crispy menus are the most frequently ordered items, both individually and in combination. The combination of Geprek Sambal Merah, Ayam Crispy, and Es Teh has a high association value, making it a candidate for bundling promotions, while the strong relationship between Geprek Sambal Merah and Geprek Sambal Ijo opens up opportunities for special offers involving both menus. These results help restaurant managers design more effective promotional strategies, manage ingredient stocks efficiently, and improve customer experience. The application of the Apriori algorithm proves its relevance in supporting data-based decisions, especially for small businesses, as well as opening up opportunities for further development in the culinary industry.
Co-Authors Agustinus Noertjahyana Anik Vega Vitianingsih Badrussalam, Nanda Handajani, Endah Tri Esti Hexa Apriliana Hidayah Istiadi MARIFANI FITRI ARISA Maukar, Anastasia L Mohd, Othman Nur Fauzi Soelaiman Rosyid Ridlo Al-Hakim Sidek, Zuleaizal Teo, Noor Hasimah Ibrahim