Analisa Penjualan Produk Oli Dengan Metode Data Mining Asosiasi Algoritma Apriori Pada PT. Mitra Petra Sejahtera

Putri Septiani Azura(1*), M. Safii(2), Fitri Rizki(3),

(1) STIKOM Tunas Bangsa, Pematangsiantar, Sumatera Utara, Indonesia
(2) AMIK Tunas Bangsa, Pematangsiantar, Sumatera Utara, Indonesia
(3) STIKOM Tunas Bangsa, Pematangsiantar, Sumatera Utara, Indonesia
(*) Corresponding Author

Abstract


Competition in the business world makes business people have to think harder in developing strategies to deal with such competition. Marketing strategy requires a reference so that promotion is right on target, for example by looking for similarities between product items. This research was conducted by applying the association rule a priori algorithm method to the sales transaction dataset, to form a candidate combination between product items. The sales transaction dataset was taken in January to December 2019. In this study, a minimum support value of 25% and a minimum confidence value of 60% were determined with data processing using Microsoft Excel and RapidMiner software. A priori algorithm can produce association rules as a reference in product promotion and decision support in providing product recommendations to consumers based on the specified minimum support and confidence values.

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References


Chairul, I. S. Damanik, And J. T. Hardinata, “Penerapan Metode Backpropagation Dalam,” No. September, Pp. 396–404, 2019.

M. R. Adithia Saputra, Tekad Matulatan, “Penerapan Data Mining Untuk Analisa Pola Pembelian Konsumen Dengan Algoritma Apriori Pada Data Transaki Penjualan,” J. Food Syst. Res., Vol. 14, No. 2, Pp. 70–75, 2019, Doi: 10.5874/Jfsr.14.2_70.

L. Purba, S. Saifullah, And R. Dewi, “Pengelompokan Kasus Penyakit Aids Berdasarkan Provinsi Dengan Data Mining K-Medoids Clustering,” Komik (Konferensi Nas. Teknol. Inf. Dan Komputer), Vol. 3, No. 1, Pp. 687–694, 2019, Doi: 10.30865/Komik.V3i1.1679.

L. Sinaga And M. Safii, “Implementasi Data Mining Menggunakan Algoritma Apriori Pada Penjualan Sepeda Motor Jenis Honda (Studi Kasus : Showroom Honda Arista Pematangsiantar),” Vol. 5, No. 1, Pp. 18–21, 2020.

N. Rizkiana, “Implementasi Data Mining Pada Penjualan Selang Hydroulic Menggunakan Metode Algoritma Apriori Studi Kasus Pt. Cahaya Diesel Jakarta,” 2018.

I. Djamaludin And A. Nursikuwagus, “Analisis Pola Pembelian Konsumen Pada Transaksi Penjualan Menggunakan Algoritma Apriori,” Simetris J. Tek. Mesin, Elektro Dan Ilmu Komput., Vol. 8, No. 2, P. 671, 2017, Doi: 10.24176/Simet.V8i2.1566.

C. Adiwihardja, N. Hardi, And W. Widyastuty, “Implementasi Data Mining Penjualan Kosmetik Pada Toko Zahrani Menggunakan Algoritma Apriori,” Vol. 11, No. 2, Pp. 1–7, 2019.




DOI: https://doi.org/10.30645/kesatria.v2i1.52

DOI (PDF): https://doi.org/10.30645/kesatria.v2i1.52.g52

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