INPLEMENTASI BUSINESS INTELLIGENCE DAN MARKET BASKET ANALYSIS UNTUK ANALISA DATA PENJULAN DI PT. ABC
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Abstract
In the midst of the outbreak of the Covid-19 pandemic in 2020 in Indonesia, there was a change in the tendency of customer behavior to process shopping transactions, especially at minimarket outlets. With the implementation of physical distancing, customers are required to shop as effectively as possible to avoid accumulation in outlets. Company management must make a strategy to respond to changes in customer behavior. In this study, Business Intelligence and Market Basket Analysis methods were developed, namely Apriori to analyze customer behavior by analyzing sales transaction history. The results show that the Business Intelligence dashboard can display data in the form of graphs and tables, making it easier for users in the analysis process. In addition, the Association Rule using the Apriori method produces support and confidence values as a description of interrelated products, so that merchandising parties can easily make decisions. The results of the blackbox test show that the application developed can be accepted by the user because all user needs can be completed by the application
References
A. Hijriani, E. Aprilliana, R. I. A. Pribadi, and D. Sakethi, “Business Intelligence Dashboard (BID) Pada Usaha Mikro Bidang Retail Studi Kasus CV Duta Square Bandar Lampung,” Matrix J. Manaj. Teknol. dan Inform., vol. 10, no. 1, pp. 11–18, Mar. 2020.
N. Sari and S. Setiyowati, “Pengaruh Keragaman Produk Dan Kualitas Pelayanan Terhadap Kepuasan Konsumen Di PB Swalayan Metro,” Jul. 2017.
Zamroni, A. Widarko, and K. Abs, “e-Jurnal Riset Manajemen PRODI MANAJEMEN Pengaruh Harga, Lokasi dan Kualitas Layanan Terhadap Keputusan Pembelian pada Toko Komputer Cyber Mall Malang ( Studi Kasus Pada Konsumen Cyber Mall Malang),” Aug. 2020.
Ikrimah and T. D. Purwanto, “Business Intellingence Pada Sistem Informasi Monitoring Transaksi Penjualan Daya Beli Konsumen,” Bina Darma Conf. Comput. Sci., vol. 2, no. 1, pp. 9–21, 2020.
F. Panjaitan, A. Surahman, and T. D. Rosmalasari, “Analisis Market Basket Dengan Algoritma Hash-Based Pada Transaksi Penjualan (Studi Kasus: TB. Menara),” J. Teknol. dan Sist. Inf., vol. 1, no. 2, pp. 111–119, 2020.
dan Hadryan Eddy, “Analisa data transaksi penjualan barang menggunakan algoritme Apriori dan FP-Growth,” Apr. 2020.
N. Agustiani, D. Suhendro, W. Saputra, and S. Tunas Bangsa Pematangsiantar, “Penerapan Data Mining Metode Apriori Dalam Implementasi Penjualan Di Alfamart,” Pros. Semin. Nas. Ris. Dan Inf. Sci., vol. 2, no. 0, pp. 300–304, Jul. 2020.
H. Maulidiya and A. Jananto, “Asosiasi Data Mining Menggunakan Algoritma Apriori Dan Fpgrowth Sebagai Dasar Pertimbangan Penentuan Paket Sembako,” Proceeding SENDI_U, 2020.
A. Priyatna, “Implementasi Sistem Penunjang Keputusan Menggunakan Business Intelligence Untuk UMKM Di Gunung Putri Kab. Bogor,” J. Khatulistiwa Inform., vol. 7, no. 1, Jul. 2019.
F. C. Ningrum, D. Suherman, S. Aryanti, H. A. Prasetya, and A. Saifudin, “Pengujian Black Box pada Aplikasi Sistem Seleksi Sales Terbaik Menggunakan Teknik Equivalence Partitions,” vol. 4, no. 4, 2019
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