ANALISIS POLA PEMBELIAN PRODUK MENGGUNAKAN ALGORITMA APRIORI (STUDI KASUS: TOKO AYU KOSMETIK)
DOI:
https://doi.org/10.59134/jsk.v9i2.677Keywords:
Data Mining, Apriori Algorithm, Determining Product Layout, WaterfallAbstract
Determining product layout is an important factor in a company's sales strategy. Determining the product layout at the Ayu Cosmetics Shop currently does not use a special strategy. This lack of strategy in product placement makes it difficult for consumers to find the items they are looking for, thereby reducing the opportunity for impulse purchases. Therefore, a data mining process is needed to process large data on Ayu Cosmetics Store sales transaction data to find purchasing patterns and optimize product layout determination which is done by processing data samples in the period January 2022 to December 2023 using an a priori algorithm to find association rules from purchasing products that are often purchased together. This form of data mining is processed using an application built using the waterfall development method which produces an interpretation of the association rules resulting from data mining analysis whose results match the data mining application that has been developed with manual calculations. With this data mining, it is hoped that it will produce information that can be used to help determine the product layout at the Ayu Cosmetics Shop.
References
L. Ahmad and Munawir, Sistem Informasi Manajemen : Buku Referensi. Aceh: Lembaga Komunitas Informasi Teknologi Aceh (KITA) Publisher, 2018.
Sugiyono, Metode Penelitian Kuantitatif, Kualitatif, Dan R&D, 1st ed. Bandung: CV ALVABETA, 2016.
N. Sudjana, Penilaian Hasil Proses Belajar Mengajar. Bandung: Remaja Rosdakarya, 2016.
A. M. Siregar and A. Puspabhuana, Pengolahan Data Mining Menjadi Informasi dengan RapidMiner. Surakarta: Kekata Publisher, 2017.
T. Aulia Anggraini, A. Pranata, and D. Setiawan, “Implementasi Data Mining Menggunakan Algoritma Apriori Dalam Menganalisa Pola Penjualan Untuk Meningkatkan Pendapatan,” vol. 3, no. 2, pp. 90–100, 2024, [Online]. Available: https://ojs.trigunadharma.ac.id/index.php/jsi
P. Salsabila, E. Wahyudin, G. Dwilestari, and F. Subhiyanto, “PENERAPAN ALGORITMA FP-GROWTH UNTUK MENGETAHUI POLA PEMBELIAN KONSUMEN DI WARUNG MAKAN DEDE,” 2024.
A. N. Rahmi and A. Mikola, “IMPLEMENTASI ALGORITMA APRIORI UNTUK MENENTUKAN POLA PEMBELIAN PADA CUSTOMER (STUDI KASUS : TOKO BAKOEL SEMBAKO),” 2021.
N. Wulandari and W. Cahyadi, “IKRAM: Jurnal Ilmu Komputer Al Muslim Analisis Asosiasi Dengan Apriori Untuk Penentuan Permintaan Barang Pada PT Danmotor Indonesia,” vol. II, no. 1, 2023.
R. Ramzan and B. E. Putro, “Analisis Pola Pembelian Konsumen pada Transaksi Penjualan Menggunakan Teknik Association Rules dengan Algoritma Apriori (Studi Kasus: Ghiyas Cake & Bakery),” Go-Integratif : Jurnal Teknik Sistem dan Industri, vol. 3, no. 01, pp. 13–23, May 2022, doi: 10.35261/gijtsi.v3i01.6416.
I. Julianti Tambunan et al., “SOSIALISASI TENTANG PERIOD AFTER OPENING (PAO) DAN PENYIMPANAN KOSMETIK,” vol. 3, pp. 2024–2024.
R. I. Tranggono and F. Latifah, Buku Pegangan dan Ilmu Pengetahuan Kosmetik. Jakarta: PT Wamedia Pustaka, 2007.
F. Saniati, B. Y. Wilujeng, S. Pd, and M. Pd, “ANALISIS PRODUK KOSMETIK MAKE UP SALAH SATU MEREK GLOBAL TERHADAP KEPUTUSAN PEMBELIAN,” 2020.
M. I. Alfiansyah, M. Bagoes, and S. Junianto, “Pengembangan Aplikasi E- Commerce Menggunakan Metode Web Information System Development Methodology (Studi Kasus: Jaks Store.Id) E-Commerce Application Development Using The WISDM (Web Information Development Methodology) Case Study Method jaks_store.id,” 2023.
Hanny, S. S, and S. Ari, “Rancang Bangun Sistem Informasi Pendataan Calon Penerima Bantuan Sosial dan Desa Berbasis Web,” Jurnal Teknologi dan Sistem Informasi, vol. 4, pp. 328–339, 2023.
R. H. Sianipar, Pemrograman Javascript: Teori Dan Implementasi. Bandung: Informatika Bandung, 2015.
A. Febriyani, “RANCANG BANGUN APLIKASI PENJUALAN KEBUTUHAN POKOK BERBASIS WEB PADA TOKO KHANSAA,” 2023.
Y. Anggraini, R. Fadillah, and N. Tuto Suban, “Perancangan Sistem Informasi Persediaan Obat Pada Klinik Medika Prima Berbasis Web Menggunakan Metode Waterfall,” Teknik dan Multimedia, vol. 1, no. 2, 2023, [Online]. Available: http://www.php.net
M. Ghazi, A. Ghifari, and A. Voutama, “INFORMATION MANAGEMENT FOR EDUCATORS AND PROFESSIONALS Rancang Bangun Aplikasi Website Cafe Youtme Menggunakan Unified Modeling Language (UML),” vol. 9, no. 1, pp. 31–40, 2024.
R. Darman, “Peran ChatGPT Sebagai Artificial Intelligence Dalam Menyelesaikan Masalah Pertanahan dengan Metode Studi Kasus dan Black Box Testing,” Tunas Agraria, vol. 7, no. 1, pp. 18–46, Jan. 2024, doi: 10.31292/jta.v7i1.256.
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