Market Basket Analysis For Procurement Of Food Stock Using Apriori Algorithm And Economic Order Quantity

  • Made Sri Indradewi Adnyana Universitas Udayana
  • Rukmi Sari Hartati
  • Made Sudarma

Abstract

In a company, it's important to think about inventory patterns. Because without inventory management, companies can suffer losses. Perceived losses if the goods owned in the company's stock are lacking but the interest in goods is very high can cause consumers to switch to other companies and will reconsider making transactions. This also happens if the goods available in the warehouse have a large amount but the consumer's interest in the goods will experience a slight loss especially if the item has an active period so there is a buildup or loss. Therefore an item management strategy is needed. One company that can use both of these methods is Starbucks Legian. Because using the Economy Order Quality method can determine the number of subsequent orders and using a priori algorithm can help companies determine the items that need to be held more and can be given as promos with other products sold or given discounts. Using these two methods will attract consumers to shop at Starbucks Legian.

Downloads

Download data is not yet available.

References

[1] S. Wahyuni, Suherman and P. L. Harahap, “Implementasi Data Mining Dalam Mempredik Stok Barang Menggunakan Algoritma Apriori,” Jurnal Teknik dan Informatika, vol. 5, no. 2, pp. 67-71, 2018.
[2] H. P. B. Surya, R. L. Rahardian and M. Sudarma, “Application of Neutral Network Overview In Data Mining,” International Journal of Engineering and Emerging Technology, vol. 2, no. 1, pp. 94-96, 2017.
[3] K. Fatmawati and A. P. Windarto, “Data Mining Penerapan Rapidminer dengan K-Means Cluster Pada Daerah Terjangkit demam berdarah dengue (DBD) berdasarkan provinsi,” Jurnal of Computer Engineering System and Science, vol. 3, no. 2, pp. 173-178, 2018.
[4] I. G. N. A. Mahendra, I. B. L. M. Suta and M. Sudarma, “Classification of Data Mining with Adaboost Method in Determining Credit Providing for Customers,” International Journal of Engineering and Emerging Technology, vol. 4, no. 1, pp. 31-36, 2019.
[5] D. Lingga, “Penerapan Algoritma Apriori Dalam Memprediksi Persediaan Buku Pada Perpustakaan SMA Dwi Tunggal Tangjung Morawa,” Majalah Ilmiah Informasi dan teknologi Ilmiah, vol. 4, no. 1, pp. 18-22, 2016.
[6] D. A. K. Arimbawa P, I. N. A. Prabawa and P. A. Mertasana, “Implementation of Apriori Algorithm in Determining Tourism Visit Patterns To Bali,” Internasional Journal of Engineering And Emerging Technology, vol. 4, no. 1, pp. 10-14, 2019.
[7] A. P. S. Iskandar, K. A. Shobirin and K. O. Saputra, “Analysis of Shopping Cart At Drugs Store By Using An Apriori Algorithm,” International Journal Of Engineering And Emerging Technology, vol. 2, no. 1, pp. 97-103, 2017.
[8] O. Pahlevi and A. Sugandi, “Penerapan Algoritma Apriori dalam Pengendalian Kualitas Produk,” Jurnal & Penelitian Teknik Informatika, vol. 3, no. 1, pp. 272-278, 2018.
[9] P. B. I. Sukadiana Putra, N. P. S. M. Suryani and S. Aryani, “Analysis of Apriori Algorithm on Sales Transactions To Arrange Placement of Goods on Minimarket,” Internasional Journal of Engineering And Emerging Technology, vol. 3, no. 1, pp. 13-17, 2018.
[10] R. Mujiastuti, P. Meilina and M. Anwar, “Implementasi Metode Economic Order Quantity (EOQ) Pada Sistem Informasi Produksi Kopi,” Jurnal Sistem Informasi, Teknologi Informasi dan Komputer, vol. 8, no. 2, pp. 119-126, 2018.
[11] D. Nababan, “Sistem Pengontrolan Persediaan Barang Dengan Metode Economic Order Quantity (EOQ) menggunakan Algoritma Genetika,” Jurnal ISD, vol. 2, no. 1, pp. 63-69, 2017.
[12] Z. A. Achmad and R. Ida, “Etnografi Virtual Sebagai Teknik Pengumpulan Data dan Metode Penelitian,” The Journal of Society dan Media, vol. 2, no. 2, pp. 130-145, 2018.
[13] R. Mulyanti and A. Setiawan, “Market Basket Analysis Dengan ALgoritma Apriori Pada Ecommerce Toko Busana Muslin Trendy,” Junal Informatika, vol. 8, no. 1, pp. 11-18, 2020.
[14] R. M. Hidayat, R. Muchlis and F. H. Badruzzaman, “Model EOQ untuk Permintaan Bergantung Waktu Dengan Mempertimbangkan Laju Kerusakan,” Jurnal Matematika UNISBA, vol. 1, no. 1, 2016.
Published
2020-12-14
How to Cite
INDRADEWI ADNYANA, Made Sri; HARTATI, Rukmi Sari; SUDARMA, Made. Market Basket Analysis For Procurement Of Food Stock Using Apriori Algorithm And Economic Order Quantity. International Journal of Engineering and Emerging Technology, [S.l.], v. 5, n. 2, p. 149-153, dec. 2020. ISSN 2579-5988. Available at: <https://ojs.unud.ac.id/index.php/ijeet/article/view/60036>. Date accessed: 21 nov. 2024. doi: https://doi.org/10.24843/IJEET.2020.v05.i02.p25.

Most read articles by the same author(s)

1 2 3 4 5 6 7 8 9 10 > >>