Buana Information Technology and Computer Sciences (BIT and CS)
Vol 3 No 1 (2022): Buana Information Technology and Computer Sciences (BIT and CS)

Sales System Using Apriori Algorithm to Analyze Consumer Purchase Patterns

Elfina Novalia (Universitas Buana Perjuangan Karawang)
Apriade Voutama (Universitas Singaperbangsa Karawang)
Syahri Susanto (AKAMIGAS Balongan)



Article Info

Publish Date
20 Jan 2022

Abstract

This study aims to create a sales system to get order data on time, not too late to result in days, and the data becomes structured. As well as develop solutions to process sales transaction data which will increasingly use a priori algorithms to find out consumer buying patterns so that they can be output for decision making or knowledge. This study uses a qualitative method to deepen understanding of the phenomena currently happening as profoundly as possible. This shows the importance of depth and detail of the data studied. The system development uses the waterfall method because it fits perfectly with the needs of the system to be built. From the results of the study, calculating a sample of transaction data with a total of 12 data on August 7-8, 2021, using the Tanagra tools resulted in a rule association that if you buy a vortex, you will buy a Caraco with a support value of 58% and a confidence value of 100%, having a lift ratio value of 1.3 stated that the two products have a solid attachment to each other. Followed by if you buy Faraco, you will purchase a vortex. If you believe in a crystal, you will buy an arco that meets the specified parameter criteria with a minimum support value of 20% and minimum confidence of 50%.

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Journal Info

Abbrev

bit-cs

Publisher

Subject

Computer Science & IT

Description

Buana Information Technology and Computer Science (BIT and CS) is a journal focusing on new technologies that handle IT research and management - including strategy, change, infrastructure, human resources, information system development and implementation, technology development, future technology, ...