Sistemasi: Jurnal Sistem Informasi
Vol 12, No 1 (2023): Sistemasi: Jurnal Sistem Informasi

Application of the C4.5 Algorithm to Predict the Effectiveness of Google Adwords Ads

Aditya Gusti (Universitas Nusa Mandiri)
Sri Hadianti (Universitas Nusa Mandiri)



Article Info

Publish Date
31 Jan 2023

Abstract

Google Adswords is a product that you can use to promote your business, help sell products or services, raise awareness, and increase traffic to your site. Nayaka Technology is currently using the services of Google Adswords as a way to boost sales and expand the network. However, because broadcast planning was not carried out in advance, the results obtained were not satisfactory. In the next campaign, planning will be carried out first using the history on the previous campaign's broadcast reports, the data is processed using data mining techniques to predict the market. The model used is the C4.5 algorithm, the results of the C4.5 algorithm model are tested using a confusion matrix and get 92.70% of accuracy, 78.23% of precision and 97.25% of recall.Keywords: Google Adswords, Algoritma C4.5, Data Mining. 

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Journal Info

Abbrev

stmsi

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Sistemasi adalah nama terbitan jurnal ilmiah dalam bidang ilmu sains komputer program studi Sistem Informasi Universitas Islam Indragiri, Tembilahan Riau. Jurnal Sistemasi Terbit 3x setahun yaitu bulan Januari, Mei dan September,Focus dan Scope Umum dari Sistemasi yaitu Bidang Sistem Informasi, ...