Product Bundling Application to Support Implementation of Association Rule Mining Using FP-Growth

  • Iin Ernawati UPN "Veteran" Jakarta
  • Nurhafifah Matondang
Keywords: E-Commerce, Association Pattern, Product Bundling, FP-Growth

Abstract

Online media has been proven to gave good impact especially in the business field, for opening and widen access to people and society, and so giving more opportunity to any business broader and easy access through electronic commerce (e-commerce). This is the basic idea for the need to improve business reach for a decorative plants store in Tangerang Area. The association transaction pattern as the outcome of data mining process by implementing the Fp-Growth Algorithm that is injected to a mobile application with the purpose to get the buyer’s shopping pattern, which is also packed as the products bundling promotion media and finally open the opportunity to broaden reach for business and information.

 

References

Faisal, Edi, dkk. “Pola Beli Konsumen Menggunakan Algoritma FP-Growth untuk Rekomendasi Promosi Penjualan pada Batik Nadya Pekalongan”. Makalah Seminar SeNTIK 2017 – STMIK JAKARTA STI&K.

Gunadi, Goldie, dan Dana Indra Sensuse. “Penerapan Metode Data Mining Market Basket Analysis terhadap Data Penjualan Produk Buku dengan menggunakan algoritma Apriori dan Frequent Pattern Growth (FP-Growth): Studi Kasus Percetakan PT. Gramedia Jakarta”: Jurnal Telematika MKom Volume 4 No.1 ISSN: 2085-725X. 2012.

Kurniawan, S., Gata, W. and Wiyana, H. “Analisis Algoritma FP-Growth Untuk Rekomendasi Produk Pada Data Retail Penjualan Produk Kosmetik (Studi Kasus: MT Shop Kelapa Gading)”. Seminar Nasional Teknologi Informasi dan Komunikasi 2018 (SENTIKA 2018), 2018(8), pp. 61–69.

Han, Jiawei, dkk. “Data Mining: Concept and Techniques, Third Edition”. Waltham: Morgan Kaufmann Publishers. 2012.

Alfannisa Annurullah Fajrin, Algifanri Maulana. “PENERAPAN DATA MINING UNTUK ANALISIS POLA PEMBELIAN KONSUMEN DENGAN ALGORITMA FPGROWTH PADA DATA TRANSAKSI PENJUALAN SPARE PART MOTOR”. Kumpulan jurnaL Ilmu Komputer (KLIK), 2018.

Raymond McLeod. “Information Management System”. Pearson. 2008.

Russy Amelia, Dito Putro Utomo. “ANALISA POLA PEMESANAN PRODUK MODERN TRADE INDEPENDENT DENGAN MENEREPAKAN ALGORITMA FP. GROWTH (STUDI KASUS: PT. ADAM DANI LESTARI)”. KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) Volume 3, Nomor 1, Oktober 2019.

Dyah Pramesthi Larasati , Muhammad Nasrun, S.Si., MT. , Umar Ali Ahmad, ST., MT. “ANALISIS DAN IMPLEMENTASI ALGORITMA FP-GROWTH PADA APLIKASI SMART UNTUK MENENTUKAN MARKET BASKET ANALYSIS PADA USAHA RETAIL (STUDI KASUS : PT.X)”. e-Proceeding of Engineering: Vol.2, No.1 April 2015.

Yuyun Dwi Lestari. “PENERAPAN DATA MINING MENGGUNAKAN ALGORITMA FP-TREE DAN FP-GROWTH PADA DATA TRANSAKSI PENJUALAN OBAT”. Seminar Nasional Teknologi Informasi dan Komunikasi (SNASTIKOM 2015).

Rizky Fitria, Warnia Nengsih, Dini Hidayatul Qudsi. “IMPLEMENTASI ALGORITMA FP-GROWTH DALAM PENENTUAN POLA HUBUNGAN KECELAKAAN LALU LINTAS”. Jurnal Sistem Informasi (Journal of Information Systems) 2017.

Published
2021-07-13
How to Cite
[1]
I. Ernawati and N. Matondang, “Product Bundling Application to Support Implementation of Association Rule Mining Using FP-Growth”, JTIP, vol. 14, no. 1, pp. 60-63, Jul. 2021.
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