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All Journal Excellent Jurnal Mirai Management Journal of Economic, Bussines and Accounting (COSTING) JURNAL PENDIDIKAN TAMBUSAI Journal on Education Jurnal Menara Ekonomi : Penelitian dan Kajian Ilmiah Bidang Ekonomi EKONOMI BISNIS Jurnal Sains dan Teknologi JATI (Jurnal Mahasiswa Teknik Informatika) Emerging Markets : Business and Management Studies Journal BUDGETING : Journal of Business, Management and Accounting Jurnal Fokus Manajemen Bisnis PENGARUH SISTEM KEUANGAN DAN KEBIJAKAN MONETER TERHADAP PERTUMBUHAN EKONOMI PADA ERA ORDE BARU DALAM PERSPEKTIF EKONOMI ISLAM Journal of Economics and Business UBS International Journal of Applied Finance and Business Studies Jurnal Ekonomika Dan Bisnis JRAP (Jurnal Riset Akuntansi dan Perpajakan) Jurnal Ekonomika Manajemen Dan Bisnis Indonesia Accounting Research Journal Applied Quantitative Analysis (AQA) Business and Investment Review Jurnal Informatika Ekonomi Bisnis Jurnal Media Akademik (JMA) Sainteks: Jurnal Sain dan Teknik International Journal of Management and Business Applied
Heikal, Jerry
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Religion Humanities Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Physics Social Sciences Other

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Journal : Applied Quantitative Analysis (AQA)

 1 
Enhancing Retail Supermarket Financial Performance Through Market Basket Analytics Using Apriori Algorithm in Indonesia Market Case Heikal, Jerry; Gandhi, Ayu
Applied Quantitative Analysis Vol. 4 No. 1 (2024): January - June 2024
Publisher : Research Synergy Foundation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31098/quant.2153

Abstract

Market Basket Analysis is a powerful technique in data mining and retail analytics that explores associations and patterns among items frequently purchased together by consumers. This technique reveals insights into consumer purchasing behaviour and facilitates the creation of compelling product bundles. This study identifies five distinct product bundling strategies tailored to diverse consumer personas prevalent in the Indonesian market, such as "Health enthusiast", "Exotic Flavor Explorer", "Food Enthusiast", "Fitness Freak", and "Budget-conscious Home Cook". These product bundling strategies leverage market basket analysis to enhance the shopping experience, meeting Indonesian consumers' diverse preferences and lifestyles in the retail supermarket landscape. The analysis provides a basis for effective promotional campaigns and personalized marketing efforts. By recognizing associations between products, supermarkets in Indonesia can design targeted promotions, encouraging customers to explore complementary items and potentially increase their overall spending.
Co-Authors Aldyah, Tika Alghifari Suhardi, Fitra Ali Wafa Amelia, Dona Andi Saputro Arda, Edvidel Ardiansyah, Giri Teguh Arthanugraha, Adam Awalludin Awalludin, Awalludin Ayu Pradina, Dinda Azkia, Nayla Azwar , Tasrika Azwar, Meiriza Azwar, Tasrika Azzuhri, Muhammad Basyar Chandra, Jon Hendra Saputra Chitra, Jimmi Darma Tenaya, I Putu Risky Daswirman, Daswirman Daulay, Risma Yanti Desmalina, Desmalina Devi, Rizky Feliana Dilla Sistesya Dwi Ramadona, Dasatry Elfira, Renti Fadhilah, Savira Maghfiratul Fahrizal, Rama Rizqullah Fajarini, Nurfahma Ferli, Isfan Fitria, Yossa Gandhi, Ayu Gelvi, Gelvi Givianty, Vasya Theodora Gusmeri, Gusmeri Hanifeliza, Rury Harsemarozi, Harsemarozi Hasibuan, Muhammad Satir Humaira, Putri Syifa Julian, Ahmad Kamaratih F, Yositalida Kettipusem, Sri Polya Kevry Ramdany Kurniawan, Haby Kurniawati, Yuni Mangkuto, Shidiq Umar Muzakkar, Milastri Nazmi, Fittria Ningsih, Andria Nisa, Khairi Nugrahmi, Lidya Nugroho, Septiadi Nugroho, Yusuf Wahyu Oki, Helzulmita Oktarini, Dwi Indah Pangestuti, Intan Passalaras, Raja Aulia Perdhana, Rizkita Bagus Pradina, Dinda Ayu Pratiwi Pratiwi Putra, Rahmad Yunendri Putri, Annisa Nurwanda Putri, Juandela Herina Putri, Maya Seruni Rahmawati, Nurmalinda Ramadhan, Andi Ramadhan, Yufiansyah Wahyu Safangati, Ainun Santosa, Suhari Saputra, Tubagus Chandra Saumananda Suroso, Nurinda Siswanto, Fajar Hartanto Sri Nugroho, Amanda Sugino, Agus Suhardi, Fitra Alghifari Syafer, Erdimen Syarrah, Ira Siti Syawaldi Afwan, Ahmad Waskita, Raden Maart Adi Wicaksono, Muhammad Haston Samudra Zulfahmi, Muhammad Riko Yohansyah