Informatics for Educators and Professional : Journal of Informatics
Vol. 11 No. 1 (2026): INFORMATICS FOR EDUCATORS AND PROFESSIONAL : JOURNAL OF INFORMATICS (Juni 2026

Integrasi Association Rule Mining dan Cost-Plus Pricing untuk Optimasi Paket Produk dan Profitabilitas UMKM

Muhammad Haris Nasri (Universitas Bumigora)
Gede Yogi Pratama (Universitas Bumigora)
Rifqi Hammad (Universitas Bumigora)
I Nyoman Switrayana (Universitas Bumigora)
Rahayun Amrullah Husaini (Universitas Bumigora)



Article Info

Publish Date
03 Jun 2026

Abstract

Micro, Small, and Medium Enterprises (MSMEs) play a vital role in the economy, yet they still face challenges in developing product packages and optimal pricing. This study aims to integrate the Apriori algorithm and the Cost-Plus Pricing method in developing product packages and determining optimal selling prices. The data used are 2,000 MSME sales transactions processed through preprocessing, data transformation, and analysis using the Apriori algorithm with a minimum support of 0.01 and a confidence of 0.4. The results show that 54 frequent itemsets and association rules were obtained with an average support value of 0.564, a confidence of 0.926, and a lift of 1.694. The best rule produces two main product packages, namely the Coffee and Dodol package and the Chicken Special Grill, Plecing Kangkung, and Sambal package. Furthermore, the package prices were determined using the Cost-Plus Pricing method and a profit increase simulation was conducted. The results show that profits increased from 48,293,400 to 53,517,360, representing an increase of 5,223,960. Thus, the integration of these two methods has proven effective in increasing profitability and can be used as a data-driven marketing strategy for MSMEs.

Copyrights © 2026






Journal Info

Abbrev

ITBI

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Engineering Other

Description

INFORMATICS FOR EDUCATORS AND PROFESSIONALS merupakan jurnal ilmiah yang diterbitkan oleh Program Studi Teknik Informatika STMIK BINA INSANI. Jurnal ini berisi tentang karya ilmiah hasil penelitian yang bertemakan: Networking, Aplikasi Sains, Animasi Interaktif, Pengolahan Citra, Sistem Pakar, ...