Jurnal Manajemen dan Teknologi Informasi
Vol. 15 No. 1 (2025): Jurnal Manajemen dan Teknologi Informasi

IMPLEMENTASI ALGORITMA APRIORI SEBAGAI ALTERNATIF STRATEGI PROMOSI UNIVERSITAS PGRI MAHADEWA INDONESIA

Ida Ayu Putu Febri Imawati (Universitas PGRI Mahadewa Indonesia)
Budhya Wirandha Gupta (Universitas Pendidikan Ganesha)
I Kadek Juni Arta (Universitas PGRI Mahadewa Indonesia)
I Wayan Dika (Universitas PGRI Mahadewa Indonesia)



Article Info

Publish Date
30 Apr 2025

Abstract

UPMI Bali is a new campus, so campus promotion is still very much needed to increase prospective new students at UPMI Bali. By utilizing available data, the campus can determine effective campus promotion strategies using data mining. The data system will be built using the Association Rules technique. Association Rules is a data mining method to find frequently occurring association patterns in data. This method is popular because it is often used to analyze shopping carts. The rules formed will be in the form of "If-Then" in a transaction. Using the apriori algorithm generally involves finding frequent itemsets from a sales transaction database through several iteration stages. The association patterns formed with a minimum support value of 10% and confidence of 50% produced 18 association rules, with the strong rule obtained being Lecturer and Denpasar with a support value of 22% and confidence of 50%. Thus, if students know about the UPMI campus reference from a Lecturer, then these students are from Denpasar.

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Journal Info

Abbrev

jmti

Publisher

Subject

Chemical Engineering, Chemistry & Bioengineering Control & Systems Engineering Electrical & Electronics Engineering Engineering Mechanical Engineering

Description

”Jurnal Manajemen dan Teknologi Informasi adalah jurnal ilmiah yang dikelola oleh Fakultas Teknologi dan Informasi PGRI Mahadewa Indonesia”. Jurnal ini berisi makalah hasil penelitian yang mencakup bidang komputer secara umum yaitu Sistem Informasi Sistem Komputer Ilmu Komputer atau Informatika ...