Penerapan Metode K-Means untuk Mengklasifikasikan Penjualan Produk Olahraga Pada Toko Wan Toys & Sport
DOI:10.35870/pioaj.7924Published: 02 August 2025Pages: 41-55 (Vol. 1, No. 2)Views: 1
Authors & Researchers
M
Marta Riama Uli AritonangUniversitas Royal1
M
Mhd. Anugrah PramanaUniversitas Royal2
P
Putri Anggraini DwiyantiUniversitas Royal3
Abstract
Technological advances support digital transformation in sales data management. Wan Toys & Sport stores face difficulty understanding sales patterns, such as the highest sales months and most popular products. This research uses the K-Means clustering method with the CRISP-DM approach to group sports products based on their sales level. The analysis results show that this method is able to divide products into three categories: high, medium and low, thus providing strategic insight for stock management and marketing. Products with high sales are prioritized for stock, while products with low sales are targeted for promotion. This method effectively supports operational efficiency and data-based decision making at Wan Toys & Sport stores.
Aritonang, M.R.U., & Pramana, M.A., & Dwiyanti, P.A. (2024). Penerapan Metode K-Means untuk Mengklasifikasikan Penjualan Produk Olahraga Pada Toko Wan Toys & Sport. Journal of Artificial Intelligence and Data Engineering, 1(2), 41-55. https://doi.org/10.35870/pioaj.7924
Aritonang, M.R.U., & Pramana, M.A., & Dwiyanti, P.A. (2024). Penerapan Metode K-Means untuk Mengklasifikasikan Penjualan Produk Olahraga Pada Toko Wan Toys & Sport. Journal of Artificial Intelligence and Data Engineering, 1(2), 41-55. https://doi.org/10.35870/pioaj.7924
Marta Riama Uli Aritonang, and Mhd. Anugrah Pramana, and Putri Anggraini Dwiyanti. "Penerapan Metode K-Means untuk Mengklasifikasikan Penjualan Produk Olahraga Pada Toko Wan Toys & Sport." Journal of Artificial Intelligence and Data Engineering, vol. 1, no. 2, 2024, pp. 41-55.
Aritonang, M.R.U., & Pramana, M.A., & Dwiyanti, P.A., 2024. Penerapan Metode K-Means untuk Mengklasifikasikan Penjualan Produk Olahraga Pada Toko Wan Toys & Sport. Journal of Artificial Intelligence and Data Engineering, 1(2), p.41-55.
Marta Riama Uli Aritonang, and Mhd. Anugrah Pramana, and Putri Anggraini Dwiyanti. "Penerapan Metode K-Means untuk Mengklasifikasikan Penjualan Produk Olahraga Pada Toko Wan Toys & Sport." Journal of Artificial Intelligence and Data Engineering 1, no. 2 (2024): 41-55.
@article{marta2024penerapan, author = {Marta Riama Uli Aritonang and Mhd. Anugrah Pramana and Putri Anggraini Dwiyanti}, title = {Penerapan Metode K-Means untuk Mengklasifikasikan Penjualan Produk Olahraga Pada Toko Wan Toys & Sport}, journal = {Journal of Artificial Intelligence and Data Engineering}, year = {2024}, volume = {1}, number = {2}, pages = {41-55}, doi = {10.35870/pioaj.7924}, url = {https://pioaj.com/index.php/article/7924} }
