PENERAPAN DATA MINING UNTUK REKOMENDASI PAKET FOTO PRIWED MENGGUNAKAN ALGORITMA APRIORI

SM Wedding Decoration is a place that provides services to take care of everything related to weddings. For example, wedding decorations, wedding organizers, and wedding planners. SM Wedding Decoration has several wedding packages that can be offered to customers. The large number of packages available makes prospective brides or customers confused about which wedding package is suitable for their wedding. The a priori algorithm method is used in this research to find recommendations for wedding packages based on existing transaction data and to improve company strategies and sales of other wedding packages. The Apriori algorithm is used to help computers learn patterns of association rules. This algorithm looks for a group of things that match the given criteria or order and have a certain frequency value. From this research, customers tend to order Photographer & Documentation and MUA → Deluxe packages more often, and these orders account for 44% of all package order transaction data. Transaction data for ordering the MUA→Deluxe Package was 41.3%. Photographer & Documentation package transaction data → Deluxe Package is 41.2%. And transaction data for ordering the MUA package → Premium Deluxe Package is 41.3%.

Authors

Institutions

Publication Details

Journal
Jurnal Riset Teknik Komputer
Published
2025-03-17
DOI
https://doi.org/10.69714/wjn1zp06
Primary Topic
Data Mining and Machine Learning Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

PENERAPAN DATA MINING UNTUK REKOMENDASI PAKET FOTO PRIWED MENGGUNAKAN ALGORITMA APRIORI

Zaehol Fatah, Ifan Farimulyadi
Jurnal Riset Teknik Komputer
Data Mining and Machine Learning Applications
article

PENERAPAN DATA MINING UNTUK REKOMENDASI PAKET FOTO PRIWED MENGGUNAKAN ALGORITMA APRIORI

Zaehol Fatah, Ifan Farimulyadi
article en

Abstract

SM Wedding Decoration is a place that provides services to take care of everything related to weddings. For example, wedding decorations, wedding organizers, and wedding planners. SM Wedding Decoration has several wedding packages that can be offered to customers. The large number of packages available makes prospective brides or customers confused about which wedding package is suitable for their wedding. The a priori algorithm method is used in this research to find recommendations for wedding packages based on existing transaction data and to improve company strategies and sales of other wedding packages. The Apriori algorithm is used to help computers learn patterns of association rules. This algorithm looks for a group of things that match the given criteria or order and have a certain frequency value. From this research, customers tend to order Photographer & Documentation and MUA → Deluxe packages more often, and these orders account for 44% of all package order transaction data. Transaction data for ordering the MUA→Deluxe Package was 41.3%. Photographer & Documentation package transaction data → Deluxe Package is 41.2%. And transaction data for ordering the MUA package → Premium Deluxe Package is 41.3%.

Jurnal Riset Teknik KomputerVol. 2(1)
Universitas Ibrahimy (ID)
Openalex Percentile: Top 94%
Data Mining and Machine Learning Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.