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All Journal PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic JREC (Journal of Electrical and Electronics) Jurnal Algoritma Jurnal Informatika Journal of Information System Wikrama Parahita : Jurnal Pengabdian Masyarakat Information System for Educators and Professionals : Journal of Information System Faktor Exacta Technomedia Journal Petir JSI (Jurnal sistem Informasi) Universitas Suryadarma JOURNAL INFORMATICS, SCIENCE & TECHNOLOGY JISICOM (Journal of Information System, Infomatics and Computing) Jurnal Pengabdian Al-Ikhlas Jurnal Manajemen Informatika Jayakarta Journal of Students‘ Research in Computer Science (JSRCS) Bulletin of Information Technology (BIT) Jurnal Algoritma INFORMATION SYSTEM FOR EDUCATORS AND PROFESSIONALS : Journal of Information System Innovative: Journal Of Social Science Research Jurnal Dharmabakti Nagri International Journal of Information Technology and Computer Science Applications (IJITCSA) Indo Green Journal Journal of Computer Science Contributions (Jucosco) Jurnal Rekayasa Informasi Journal of Informatics and Information Security Indo Green Journal Jurnal Riset Informatika dan Teknologi Informasi (JRITI)
Dwipa Handayani
Informatics, Faculty Of Computer Science, Bhayangkara Jakarta Raya University
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Public Health Social Sciences Other

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IMPLEMENTASI ALGORITMA K-MEANS UNTUK PENGELOMPOKAN PRODUK TERLARIS PADA PANGKALAN SUDIAWATI BEKASI Handayani, Dwipa; Noema, Achmad; Rasim, Rasim; Hidayat, Agus; Lubis, Hendarman
Jurnal Manajamen Informatika Jayakarta Vol 6 No 2 (2026): JMI Jayakarta (April 2026)
Publisher : Sekolah Tinggi Manajemen Informatika dan Komputer Jayakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52362/jmijayakarta.v6i2.2374

Abstract

Pangkalan Sudiawati Bekasi is a business engaged in household goods distribution with a central warehouse that stores various products. However, the sales data management process is still conducted manually through bookkeeping, which often leads to recording errors and difficulties in identifying the most demanded products. This issue results in ineffective decision-making regarding stock procurement, potentially causing losses due to unsold products. This study aims to design a sales data management system that can effectively identify best-selling products. The approach used in this research is the CRISP-DM (Cross-Industry Standard Process for Data Mining) methodology as a system development framework, combined with the K-Means Clustering algorithm to group sales data based on product demand levels. The results of this study indicate that the developed system is capable of classifying products into several categories, such as highly demanded, moderately demanded, and less demanded products. This classification assists Pangkalan Sudiawati in making more accurate decisions regarding inventory management and improving the efficiency of sales data processing.
Co-Authors Abrar Hiswara Achmad Noe'man Achmad Noeman Achmad Noeman Achmad Noeman Adi Muhajirin Agus Hidayat Agus Hidayat Akbar Rafni Rafsan Jani Andy Achmad Hendharsetiawan Ardhiyanto, Ozzi Arif Rifai Dwiyanto Asep Ramdhani Mahbub Asghor, Ali Asrika, Sukwati Dewi Ayu Diah Rositawati Bayu Pratama Caroline Julyana Magdalena S. Chan, Muhammad Nauval Damara, Rian Dani Yusuf Dani Yusuf Dani Yusuf Deo Pratama Putra Dian Hartanti Dian Hartanti Dimas Permadi Dwi Budi Srisulistiowati Dwidayanto, Ardiansyah Dwijayanthi Nirmala, Indah Fadhillah, Muhammad Fahmi Fadilah, Fikki Arsyi Nur Fadillah P, Yoga Fathurrazi, Ahmad Fathurrozi, Ahmad Febian, Guruh Putra Fitriyani, Linda Fransisco Leo Sinema Gea Fried Sinlae Ginting, Andre Saputra Ginting, Brian Permana Haikkal, Mochammad Hanif, Farhan Abiyyu Hantoro, Kusdarnowo Hariyanto Hasri, Sutan Keysar Gifari Hendarman Hendarman Hendarman, Hendarman Hendarman Lubis Hendharsetiawan, Andy Achmad Herdiansyah, Dafa ISNAWATI Isyadi, Muhammad Zhidan Jani, Akbar Rafni Rafsan Kapriadi, Engkap Karyaningsih, Dentik Kristian Vieri, Jhon Kurnia, Ferdi Kurniawan, Kelvin Kusnadi, Aldiansyah Kustanto , Prio Kusumah, Muhammad Assegaf Raja Larasati, Gabriella Putri Lestari, Tyastuti Sri Lubis, Hendarman Mahbub, Asep Ramdhani Maulana, Muhammad Ismam Mayadi Mhammadin, Habib Mugiarso Mugiarso, Mugiarso Muhammad Yasir Muhammad Yasir Muhammad Yazid Mukhlis Nadhif Yogaswara Nafianto, Dwi Noema, Achmad Noeman, Achmad Noe’man,, Achmad No’eman, Achmad Nur Afifah Nurfirdaus, Muh. Iqbal Rizky Pamungkas, Arya Panca Priatna , Wowon Prio Pamungkas, R Wisnu Pujiono, Krisna Dimas Rabbani, Nizar Bagoes Rafi, Athala Rahelliana Tinambunan Rahma Vadilla Raihan, Abdul Muhammad Rasim, Rasim Ratna Salkiawati Retno Wulandari Retno Wulandari Robertus Suraji RR. Ella Evrita Hestiandari Santi Noviyanti Saputra, Virga Hendra Siti Setiawati Sri Lestari, Tyastuti Sri Marini Tb Ai Munandar Tb Ai Munandar Tb Ai Munandar, Tb Ai Triawati, Hervira Tyastuti Sri Lestari Verdi Ganda Manalu WAHYUDI, DIKI Wicaksono, Ahmad Bayu Widyanto, Abdillah Prayoga Wiwiet Yuliana Putri Zahir, Muhammad Rafli Alta Zebua, Yedija Salomo