Analisa Transaksi Penjualan Menu Makanan pada Warung Makan Menggunakan Algoritma Apriori

Authors

  • Wulan Dari Universitas Potensi Utama
  • Raden Aris Sugianto Institut Teknologi Sawit Indonesia
  • Anton Purnama Universitas Gunung Leuser Aceh

DOI:

https://doi.org/10.54066/jpsi.v3i1.3050

Keywords:

Data Mining, Apriori Algorithms, Menu Recommendations

Abstract

The increasingly rapid development of the culinary sector makes commercial competition in this field increasingly fierce. Food stalls serve a variety of menus and drinks, but stall owners need to strive to create product innovations in order to provide satisfactory service to customers. Under these conditions, a computer technician is needed to find out recommendations for food stall menus. The analysis method used is a data mining technique with the Apriori algorithm, where this algorithm is used to identify the data sets that appear most frequently (frequent itemset). The research results show that the highest support and confidence values ​​are Ayam Penyet and Fried Rice with 50% support and confidence values 76%. This can be a combination of menus suggested from data that has been collected and applied according to an a priori algorithm which is expected to be used to evaluate service and possibly increase guest satisfaction so that the Food Stall can develop more quickly.

References

Elisa, E. (2018). Market basket analysis pada mini market Ayu dengan algoritma apriori. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2(2), 472–478.

Giacomini, M., Borchini, L., Sevilla, R., & Huerta, A. (2021). Separated response surfaces for flows in parametrised domains: Comparison of a priori and a posteriori PGD algorithms. Finite Elements in Analysis and Design, 196, 103530.

Kusrini, E. T., & Lutfhi. (2009). Algoritma data mining. Yogyakarta: Andi Offset.

Lewis, A., Zarlis, M., & Situmorang, Z. (2021). Penerapan data mining menggunakan task market basket analysis pada transaksi penjualan barang di Ab Mart dengan algoritma apriori. Jurnal Media Informasi Budidarma, 5(2), 676.

Pahlevi, O., Sugandi, A., & Sintawati, I. D. (2018). Penerapan algoritma apriori dalam pengendalian kualitas produk. Sinkron, 3(1), 272–278.

Sianturi, F. A. (2018). Penerapan algoritma apriori untuk penentuan tingkat pesanan. Jurnal Mantik Penusa, 2(1), 50–57.

Sunarti, S., Handayanna, F., & Irfiani, E. (2021). Analisa pola penjualan makanan dengan penerapan algoritma apriori. Techno.Com, 20(4), 478–488.

Downloads

Published

2025-02-12

How to Cite

Wulan Dari, Raden Aris Sugianto, & Anton Purnama. (2025). Analisa Transaksi Penjualan Menu Makanan pada Warung Makan Menggunakan Algoritma Apriori. JURNAL PENELITIAN SISTEM INFORMASI (JPSI), 3(1), 111–120. https://doi.org/10.54066/jpsi.v3i1.3050