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Journal : INFOKUM

The Menu Clustering At Doktor Kopi Using K-Means Algorithm To Increase Sales Septian Simatupang; Monsyah Juansen; Rizki Ramadhansyah; Taufiqurrahman; Windi Saputri Simamora
INFOKUM Vol. 12 No. 04 (2024): Engineering, Computer and Communication, November 2024
Publisher : Sean Institute

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Abstract

Coffee Doctoris a coffee shop with a variety of menus and a strategic location in Medan City, this coffee shop is currently developing a strategy to increase sales of their products. Effective menu arrangement is an important factor in increasing product sales in coffee shops or cafes. This study aims to optimize sales by utilizing the K-Means algorithm to group menus based on customer purchasing patterns. The sales data analyzed includes product types, purchase frequency, and revenue contributions from each menu. Through the clustering process, menus can be grouped into several categories, such as the best-selling, medium and less popular menus. The results of this clustering are used to design a more structured menu arrangement strategy, such as arranging menu positions on the list, special promotions, or eliminating less effective menus. The implementation of the K-Means algorithm shows that a data-based menu arrangement strategy can improve customer experience and significantly drive product sales. Thus, this study provides a practical contribution for coffee shop or cafe managers to optimize sales through a technology and data-based approach.
Co-Authors Ade Kurnia Sari Ade Linhar Purba Adhyanti Adi Purnawarman, Adi Adnan Adnan Buyung Nasution Ahmad Indra Harahap Aldio Azani Siregar Alinolas Cubaim Harahap Ani Intiyati Anisa Fitri Anjani, Riri Liardini Putri Annas Buanasita Apriansyah, Muh ariska, mutiara Arjuna Arrasyid Asep Nursobah, Asep Asfarina, Sharwanda Aulia Aziz Musthafa Balan, Santhra Segaran Baldan Al-Kautsar, Muhammad Berampu, Lailan Tawila Bria, Amanda Serli Chairunnisa, Rachmalia Azzahrah Chandra Irawan Chandraputra, Rubi Cut Rizka Al Usrah Dadan Rusmana Dedi Supriadi Deni Hartanto Devi Eka Ratnasari Dewi Purnamawati Dhaifi, Ilzam Diah kesumawati Dihin Muriyatmoko Dini Puji Anggraini Edy Haryanto Eka Rudy Purwana Emmia Tambarta Kembaren Endang Fauziyah Susilawati Endro Yulianto Ergia Latifolia Erni Haryanti Eva Fauziyah Fahmi Hafid Fajar, Ravenza Raditya Fantashir Awwal Fuqara Fatur FAUZI Ferry Kriswandana Firdaus Fithri, Widia Ginarsih, Yuni Gufran Gunawan, Refa Zahra Habib, Mustafa Habiburrozzaq, Muhammad Hadi Kusuma Atmaja Halimah, Husnul Hara, Hara Permana Hardinandar, Fajrin Haryati Haryati Haryati Hikmatul Hidayah Hilmi Yumni Hindaryani, Nurul I Dewa Gede Hari Wisana Imaduddin, Asad Imam Sarwo Indah Clara Sari Inne Soesanti Ira Puspitasari Irawan Irwan Sulistio Isnanto Juhandi, Dany Juhriati Juliana Christyaningsih Julkifli Junaedy Kafin, Achmad Kamal Sholihin, Surya Kamila, Annisa Kasmar Khairunnisa Khas Sukma Mulya Kiki Aryaningrum Kurahman, Opik Taupik Kuzzairi Liliek Soetjiatie Listyawati, Reni Lubis, Asridayani Luki Mundiastuti Luthfi Rusyadi M, Firdaus M. Irvan Kurnia Maesak, Cantri MAFTUHAH Manggala Putri, Syah Amelia Marina Pengge Maslani Maulana, Meiviani Nurul Aisyah Maulidiyah, Robiatul Laili Meiviani Nurul Aisyah Maulana Melinda Koestanti Miftahul Jannah MINARTI Minhaji Mochamad Reza Adiyanto Mohammad Muchlis Solicin Monsyah Juansen Muhammad Amin Muhammad Amin Muhammad Riyadi Muhammad Rizkan Mujayanto Mulkiyan, Mulkiyan Muzammil, Muhammad ghurran faizul muhajjilin Najminnur Hasanatun Nida Nana, Skolastika Clarisa Nawang Warsi Wulandari Ngainnur Rohmah, Siti Nilam Kemala Odang Norsiyah Novita Nugroho Nugroho, Riezky Faisal Nuning Nur Hasaniyah Nur Hatijah Nurfadila, Hikma Nuswantari, Atika Panggabean, Tirza Pasaribu, Asmara Wildani Pengge, Nuning Marina Prilianto, Figo Prionggo, Anang Priyanto, Aria Aji Putri, Intan Maulina Alifia R Nurhayati Rafli, Ihsan Ramadhansyah, Rizki Ratna Sari, Devi Eka Retno Sasongko Wati Ridawati Sulaiman Rido Putra Ridwan Rizal Nurzain Rizky Amelia Rizqa Amelia Rizqan, Muhammad Robert Budi Laksana Rokhmalia, Fitri Rokhmawati, Andewi Salmin, Muhammad Samsuddin Sanusi, Gufran Sari, Indah Clara Sari, Ira Rahayu Tiyar Sariman, Sarina Sarwan Satria Habibi Ritonga Sayuningsih, Eny Selvia, Siska Ita Shafira, Maghfirotus Sherry Adelia Natsir Kalla Shofiya, Dian Sianturi, Roni Siddiqirly, Muhammad Simatupang, Septian Simatupang, Septian Enggar Siregar, Fachrul A Siregar, Fachrul, A Sita Ratnaningsih Siti Mar'atus Sitopu, Ade Hotnauli Sitti Rusdianah Jafar Sitti Satriani Is Slamet Wardoyo Soraya Dwi Valentina SRI UTAMI Subana, Bambang Sukma Mulia, Khas Sulistyowati, Dwi Wahyu Wulan Sumarno Supardi Syahpriyani, Novi Syarifuddin, Rizal Taqiuddin Tarsono Tartiani, Yuni Astuti Tri Tedy Putra Teguh Erawati, Teguh Teuku Heriansyah, Teuku Trilipi, Desi Ulhaq, Muhammad Miftah Ulhaq, Muhammad Zia Unita Sukma Zuliani Nasution Utara Lubis, Rizky Ayunda Wahyu Sofianda Wardana, Endra Tri Kusuma Wardini, Ayu Weno Syechu Widia Fithri Wijayanto, Erik Windi Saputri Simamora Yasti, Suci Amalia Yudistira, Jastin Yunita , Naisha Zayadi, Ahmad Zuhrah Zulham Siregar Zulkarnain