Implementation of the Association Method in the Analysis of Sales Data From Manufacturing Companies
DOI:
https://doi.org/10.34288/jri.v5i1.201Keywords:
Association, Apriori Algorithm, Data Mining, Knowledge Discovery in DatabaseAbstract
The company produces sales data every day. Over time, the data increases, and the amount becomes very large, and the data is only stored without understanding the benefits that exist from these data due to limitations in proper knowledge in analyzing the data, especially transaction data. Sale. In order to overcome these problems, a study focused on reprocessing sales transaction data in 2018 with a data mining technique approach using the Knowledge Discovery in Database concept using the association method and apriori algorithm and a supporting application, namely RapidMiner. This study aims to help companies find customer buying habits or patterns based on 2018 sales transaction data. The results of this study produce 316 association rules where the best rules are generated on record 309 with PRO 889 & PRO 868 PRO 869 rules.
Downloads
References
Adha, N., Sianturi, L. T., & Siagian, E. R. (201 C.E.). Implementasi Data Mining Penjualan Sabun Dengan Menggunakan Metode Apriori (Studi Kasus : PT. Unilever). Informasi Dan Teknologi Ilmiah (INTI), 4(3), 219–223. Retrieved from http://www.ejurnal.stmik-budidarma.ac.id/index.php/inti/article/view/426
Anggraini, D., Putri, S. A., & Utami, L. A. (2020). Implementasi Algoritma Apriori Dalam Menentukan Penjualan Mobil Yang Paling Diminati Pada Honda Permata Serpong. Jurnal Media Informatika Budidarma, 4(2), 302. https://doi.org/10.30865/mib.v4i2.1496
Fadilah, M. F., Purnama, D., & Zamrudy, W. (2019). Pengaruh Waktu Hidrasi dan Methyl Cellulose terhadap Kuat Tekan dan Water Retension dalam Pembuatan Semen Instan. Distilat: Jurnal Teknologi Separasi, 5(2), 222–227. https://doi.org/10.33795/distilat.v5i2.43
Fitrina, N., Kustanto, K., & Vulandari, R. T. (2018). Penerapan Algoritma Apriori Pada Sistem Rekomendasi Barang Di Minimarket Batox. Jurnal Teknologi Informasi Dan Komunikasi (TIKomSiN), 6(2), 21–27. https://doi.org/10.30646/tikomsin.v6i2.376
Gumilang, J. R. (2021). Implementasi Algoritma Apriori Untuk Analisis Penjualan Konter Berbasis Web. Jurnal Informatika Dan Rekayasa Perangkat Lunak, 1(2), 226–233. https://doi.org/10.33365/jatika.v1i2.612
Junaidi, A. (2019). Implementasi Algoritma Apriori dan FP-Growth Untuk Menentukan Persediaan Barang. Jurnal Sisfokom (Sistem Informasi Dan Komputer), 8(1). https://doi.org/10.32736/sisfokom.v8i1.604
Lestari, A. F., & Hafiz, M. (2020). Penerapan Algoritma Apriori Pada Data Penjualan Barbar Warehouse. INOVTEK Polbeng - Seri Informatika, 5(1), 96. https://doi.org/10.35314/isi.v5i1.1317
Listriani, D., Setyaningrum, A. H., & Eka, F. (2018). Penerapan Metode Asosiasi Menggunakan Algoritma Apriori Pada Aplikasi Analisa Pola Belanja Konsumen. Jurnal Teknik Informatika, 9(2), 120–127. https://doi.org/10.15408/jti.v9i2.5602
Putra, J. L., Raharjo, M., Sandi, T. A. A., Ridwan, R., & Prasetyo, R. (2019). Implementasi Algoritma Apriori Terhadap Data Penjualan Pada Perusahaan Retail. Jurnal Pilar Nusa Mandiri, 15(1), 85–90. https://doi.org/10.33480/pilar.v15i1.113
Rahmawati, F., & Merlina, N. (2018). Metode Data Mining Terhadap Data Penjualan Sparepart Mesin Fotocopy Menggunakan Algoritma Apriori. PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic, 6(1), 9–20. https://doi.org/10.33558/piksel.v6i1.1390
Samuel, S., Sani, A., Budiyantara, A., Ivone, M., & Frieyadie, F. (2022). Sales Level Analysis Using the Association Method With the Apriori Algorithm. Jurnal Riset Informatika, 4(4), 331–340. https://doi.org/10.34288/jri.v4i4.422
Silvanie, A. (2020). Pencarian Frequent Itemset dengan Algoritma Apriori dan Python. Studi kasus: Data Transaksi Penjualan Eceran Online di UK. Jurnal Nasional Informatikan, 1(2), 103–113. Retrieved from http://ejournal-ibik57.ac.id/index.php/junif/article/view/124
Susilowati, A. (2012). Pemanfaatan Sampah Daun Sebagai Bahan Campuran Papan Panel Semen Dengan Bahan Ikat Mu Plesteran. Jurnal Poli-Teknolog, 11(1), 31–38. Retrieved from https://jurnal.pnj.ac.id/index.php/politeknologi/article/view/20
Takdirillah, R. (2020). Penerapan Data Mining Menggunakan Algoritma Apriori Terhadap Data Transaksi Sebagai Pendukung Informasi Strategi Penjualan. Edumatic : Jurnal Pendidikan Informatika, 4(1), 37–46. https://doi.org/10.29408/edumatic.v4i1.2081
Wijayanti, A. W. (2017). Analisis Hasil Implementasi Data Mining Menggunakan Algoritma Apriori pada Apotek. Jurnal Edukasi Dan Penelitian Informatika (JEPIN), 3(1), 60. https://doi.org/10.26418/jp.v3i1.19534
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2022 Fachri Amsury, Nanang Ruhyana, Andry Agung Riyadi, Ihsan Aulia Rahman

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
The Jurnal Riset Informatika has legal rules for accessing digital electronic articles uunder a Creative Commons Attribution-NonCommercial 4.0 International License . Articles published in Jurnal Riset Informatika, provide Open Access, for the purpose of scientific development, research, and libraries.