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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

Implementation of K-Means Clustering in Grouping Sales Data at Zura Mart Miranda, Miranda; Sriani, Sriani
Journal of Applied Informatics and Computing Vol. 9 No. 2 (2025): April 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i2.9160

Abstract

The efficiency of inventory management and targeted marketing strategies relies on understanding sales patterns and stock levels dynamically. This study proposes a K-Means Clustering-based approach combined with a real-time stock monitoring system to classify products adaptively. The dataset consists of 87 products with variables including total sales, average sales, and remaining stock. The analysis process begins with data normalization to standardize parameter scales, followed by the application of the Elbow Method, which determines the optimal number of clusters as three. The clustering results indicate that Cluster C0 (21 products) has high sales but low stock, Cluster C1 (59 products) has stable sales with moderate stock, and Cluster C2 (7 products) has low sales but abundant stock. These findings not only provide strategic insights for inventory optimization but also serve as the foundation for developing an automated recommendation system that links clustering results with adaptive promotional strategies and restock prediction. Thus, this study contributes to enhancing Zura Mart's business efficiency through the integration of data-driven decision-making in inventory management and marketing.
Co-Authors Abdur Razzaq Adinasa, Muhamad Nu’man Afika, Himelsha Afriansyah, Wahyu Agustin , Putri ahmad yani Ajahari Ajahari, Ajahari Amalliah, Putri Anastasya, Susi Andika Andika Andini, Livia Angel Sulistyo, Helen Anggraini, Fatmasari Anik Setyo Wahyuningsih Anisa Anisa Anto, Sumianto AR, Muhamad Habibullah Arinie, Selfie ASRIL ASRIL Assinaria, Assinaria Ayumi, Salsha Nabila Bara Yudhistira, Bara bawazir, Fuad Collins, Valentina Damanik, Amanda Geopani Devi Puspita Sari, Devi Dewi Anggita, Nadya Dias Firmansyah, Oktavian DILA, DILA Dini Lestari, Dini Dwi Haryati, Ayu Dwi Siska Arini Eka Wahyuningsih elsa, elsa Emi Sulistri, Emi Evamona Sinuraya Evi Widowati Fachlevi, Muhammad Rieza Fadhila, Maura Dhifa Fality, Firmansyah Faradilla Safitri, Faradilla Fauzul, Fauzul Febriyanti, Dini Fitri Awaliyah Harahap, Ade Chita Putri Hasibuan, Ali Daud Hernata, Novan Herry Koesyanto Hidayatullah, KMS M Syarif Holilur Rahman Husni Fansury Nasution, Muhammad Ima, Ima Imani, Rizka Amelia Imelia Puspitasari, Fransiska Insani, Nurul Aulia Isjoni Isjoni Ismail Ismail Jasiah Jasiah Julia Fitriany, Julia Kasmiati Kasmiati Khatifah Komariah Komariah Linri, Linri Lubis, Septi Aulia Lukita, Mince Maghfirah, Rabiah mahanani, Agni Ayudha Mahmud Mahmud Marbun, Dina Sulastri Maryati, Ana Maulina Maulina, Maulina Mayangsari, Riska Mazaya Balqis, Kamila Mertika, Mertika Miranda, Himelsha Afika Mokodompit, Eliyanti Agus Muannif Ridwan Muflihun, Muflihun Muhammad Hasan Muhammad Hasan Mulia, Nurcahya Indah Mustapha Salisu, Ibrahim Nadila, Olga Rizki Novadila, Annisa Novita Rahmawati, Novita Nugraha, Muhamad Yudistira Nur Arisah Nurfatimah Nurfatimah Nurhikmah Nurhikmah Nurjanah, Isnawi Nuzulul Rahmi, Nuzulul Pattisina, Chatrien Dione Polem, Ayu Muthmainnah Purwaningsih - Purwaningsih, Cici Putri Agustin Putri Hana Pebriana Putri Putri, Putri Putri, Aisyah Amaliyah Rahma, Wilda Rahmayani Siregar, Sarah Rajiman, Widyawanti Ramadhani, Adeliya Rini, Dwi Siska Risno Mina, Risno S.Pd. M Kes I Ketut Sudiana . Safriadi Safriadi, Safriadi Said, Martriana Ponimin Sakdah, Nurul Sakina, Rafika Salmitha, Lely Salsa Zahra, Sasqia Salsabila, Lathifah Sapar Sapar Sarah, Nur Sartono Sartono, Sartono Sasmita, Fira Ayu Satria Satria, Satria Selfi Arinie Selvianti, Dita Serli, Serli Shinta Septiara Syahputri Sinta, Sinta Siregar, Sri Intan Siswoyo Siswoyo Siti Helmyati Suci Afria Sasty Siregar Sudrajat, Adisti Aulia Suhartini Suhartini Sukristin Sukristin, Sukristin Sunarto Amus Surbakti, Fitri Br Syahputri, Shinta Septiara Syaiful Anwar Syamsiar, Syamsiar Syarifaturrahmatullah, Syarifaturrahmatullah Tania, Tara Tara Tania Taufik Taufik Tintin Febrianti Triadi, Muhammad Yunus Utariningsih, Wheny Wahyu Syarvina Widyaningsih, Sari Wulandari, Septiani Ayu Yonita, Lutfiah Tul Jannah Yuanita Yulita Yulita, Yulita Zainab Ompu Jainah Zuhrinal M. Nawawi