Jurnal Komputer, Informasi dan Teknologi
Vol. 4 No. 1 (2024): June

Implementation Of Apriori Data Mining Algorithm To Increase Sales Of Caringin Shop

Supriadi Supriadi (Universitas Muhammadiyah Bengkulu)
Gunawan Gunawan (Universitas Muhammadiyah Bengkulu)
RG. Guntur Alam (Universitas Muhammadiyah Bengkulu)
Dedy Abdullah (Universitas Muhammadiyah Bengkulu)



Article Info

Publish Date
08 Aug 2024

Abstract

The caringin shop is a shop that sells daily household and kitchen needs. Caringin shop sales tend to stagnate because in the last few months there has been no significant increase in turnover and tight business competition where the large number of similar shops has become a problem. This requires a precise and careful marketing strategy. This research implements an a priori algorithm as a marketing strategy. The data used was 146 transactions for 1 week. The analysis was carried out manually using Microsoft Excel and libraries in the Python programming language that supports apriori algorithms packaged in a simple web-based application. The analysis resulted in a conclusion that if a consumer buys sugar, then the tendency is to buy coffee with a confidence level of 65% supported by a support value of 10% of all transactions with a lift ratio of 3.9, if buying coffee, then the tendency is to buy sugar with a confidence level of 62% supported by a support value of 10% of all transactions with a lift ratio of 3.9, and if buying eggs, then the tendency is to buy instant noodles with a confidence level of 61% supported by a support value of 11% of all transactions with a lift ratio of 2.8.

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Journal Info

Abbrev

KOMITEK

Publisher

Subject

Computer Science & IT Education Languange, Linguistic, Communication & Media

Description

Jurnal Komputer, Informasi dan Teknologi aims to provide a highly readable and valuable addition to the literature that will serve as an indispensable reference tool for years to come. The scope of the journal includes all new theoretical and experimental findings in the field of Computers, ...