Pemanfaatan Algoritma FP-Growth Untuk Menentukan Strategi Penjualan Pada Kedai Kopi Teras Garden

  • Adrian Marvel Ugrasena Universitas Narotama, Surabaya
  • Achmad Zakki Falani Universitas Narotama, Surabaya
Keywords: Association Rule, FP-Growth, Purchase Pattern

Abstract

Data mining is a process extracting data from the dataset. In this paper will try to apply data mining on data transaction in Kedai Kopi Teras Garden for sales strategy by creating recommendation item that suit to be sold by package system or the other words by to be sold simultaneously. This paper use association rule method with fp-growth algorithm to find customer purchase pattern on Kedai Kopi Teras Garden. The output of this paper will create some rules for recommendation item that can be sold as a package according to data that already collected and processed with association rule method. Data will be divided by 2, dry season data and rainy season data because there’s customer pattern change accordingly with the season.

Downloads

Download data is not yet available.

References

B. A. Arasy Alimudin, Soebandi, Ahmad Zakki Falani, Eman Setiawan, “The Use of Fuzzy Logic in Develpoing Competitiveness Strategy Toward Small and Medium Enterprises (Groceries),” Adv. Sci. Lett., vol. 23, no. 12, 2017.

M. Narvekar and S. Fatma, “An optimized algorithm for association rule mining using FP tree,” Procedia - Procedia Comput. Sci., vol. 45, pp. 101–110, 2015, doi: 10.1016/j.procs.2015.03.097.

A. Ikhwan, “A NOVELTY OF DATA MINING FOR FP-GROWTH ALGORITHM,” vol. 9, no. 7, pp. 1660–1669, 2018.

K. Gadia and K. Bhowmick, “Parallel text mining in multicore systems using FP-Tree algorithm,” Procedia - Procedia Comput. Sci., vol. 45, pp. 111–117, 2015, doi: 10.1016/j.procs.2015.03.100.

Y. Li and S. Yin, “Mining Algorithm for Weighted FP-Growth Frequent Item Sets based on Ordered FP-Tree,” vol. 5, no. October, pp. 154–158, 2019.

E. Regar and W. Silfianti, “Visit Patterns Analysis of Foreign Tourist in Indonesian Territory Using Frequent Pattern Growth ( FP - Growth ) Algorithm,” vol. 7, no. 9, pp. 212–217, 2018.

CROSSMARK
Published
2021-01-27
DIMENSIONS
How to Cite
UgrasenaA. M., & FalaniA. Z. (2021). Pemanfaatan Algoritma FP-Growth Untuk Menentukan Strategi Penjualan Pada Kedai Kopi Teras Garden . Systemic: Information System and Informatics Journal, 6(2), 33-37. https://doi.org/10.29080/systemic.v6i2.977
Section
Articles