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Journal : international journal software engineering and computer science ijsecs

Analysis of Consumer Purchasing Patterns Using the Apriori Algorithm on Sales Transaction Data from Anak Panah Kopi Salatiga Pratama, Yoga Candra Adi; Dewi, Christine
International Journal Software Engineering and Computer Science (IJSECS) Vol. 5 No. 1 (2025): APRIL 2025
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v5i1.3275

Abstract

Anak Panah Coffee is a café located in Salatiga, offering a menu of 12 items. To enhance consumer satisfaction, the management of Anak Panah Coffee has decided to implement a marketing strategy for promoting its products. Given the challenges faced by Anak Panah Coffee, this study aims to analyze consumer preferences to provide benefits both to the business and its customers. This research utilizes the Apriori algorithm, based on field data that can be calculated objectively. The results of applying the Apriori algorithm reveal two association rules with a minimum support of 30% and a minimum confidence of 60%. The first rule indicates that customers who purchase Sunny Go Coffee are likely to also purchase Mushroom Crispy, with a support value of 50% and confidence of 56%. The second rule suggests that customers who buy Crispy Mushrooms are likely to also purchase Sunny Go Coffee, with a support value of 50% and a confidence of 71%.
Analysis of Consumer Purchasing Patterns Using the Apriori Algorithm on Sales Transaction Data from Anak Panah Kopi Salatiga Yoga Candra Adi Pratama; Christine Dewi
International Journal Software Engineering and Computer Science (IJSECS) Vol. 5 No. 1 (2025): APRIL 2025
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v5i1.3275

Abstract

Anak Panah Coffee is a café located in Salatiga, offering a menu of 12 items. To enhance consumer satisfaction, the management of Anak Panah Coffee has decided to implement a marketing strategy for promoting its products. Given the challenges faced by Anak Panah Coffee, this study aims to analyze consumer preferences to provide benefits both to the business and its customers. This research utilizes the Apriori algorithm, based on field data that can be calculated objectively. The results of applying the Apriori algorithm reveal two association rules with a minimum support of 30% and a minimum confidence of 60%. The first rule indicates that customers who purchase Sunny Go Coffee are likely to also purchase Mushroom Crispy, with a support value of 50% and confidence of 56%. The second rule suggests that customers who buy Crispy Mushrooms are likely to also purchase Sunny Go Coffee, with a support value of 50% and a confidence of 71%.
Co-Authors Adhi, Adeste Charisma Lumenvitha Aditya, Michael Rio Adri Agustinus Bleskadit Albertus Pramukti Narendra Ambrosius Sindu Ananda Dwi Erviana Andika, Rio Arya Angkur, Lusiana V.G Anjar Widhyo Sasongko Anugrah Theodorus Daeli Ari Wibawa Aria Hendrawan, Aria Bitra, Marcelino Charmelita, Pauelina Chen, Rung-Ching Christanto, Henoch Juli Christo Sidupa, Bertnaldy Dagha, Willyam Chrisna Umbu Denny Jean Cross Sihombing Dienda Rizkya Hayuningtyas Roosaputri Dita Madonna Simanjuntak Elizabeth Sri Lestari Emanuel Pabianan Eryan Ahmad Firdaus Fadhilatut Tasyriqul Hajjas Sabat Faisal Rahutomo Febrian Wahyu Christanto Frans Robert Bethony Gabriel Patandung Gallen Cakra Adhi Wibowo Gerald Edgard Laukon Glorya Maya Marcia Sapan Bethony Handayani, Sri Hendry Henoch Juli Christanto Henoch Juli Christanto Henoch Juli Christanto Hiuredhy, Davin Kurnia Husnul Arifin Jhosefhin, Nicola Van Robert Juli Christanto, Henoch Julius Bata Kroons, Aquenov Alexandro Kumala Nindya Pramono Lanyta Setyani Gunawan Lim, Ricardo Jonathan Liputra Pronimus Tappi Manatap Dolok Lauro Mavish, Steven Nindya Pramono, Kumala Nindya Pramono Oktaviani, Gracelya Oky Dwi Nurhayati Pabianan, Emanuel Panja, Eben Patandung, Gabriel Pratama, Yoga Candra Adi Prind Triajeng Pungkasanti, Prind Triajeng Rahmat Gernowo Ramos Somya Regita Manipa Ria Cantika Larasati Rio Arya Andika sangga, harmanto Stephen Aprius Sutresno Tanujaya, Matthew Tappi, Liputra Pronimus Teguh Prasandy Titis Handayani Valentina, Vierena Yeremia Yulianto Yerik Afrianto Singgalen Yoga Candra Adi Pratama Yulianto, Yeremia