Jurnal Nasional Teknologi Informasi dan Aplikasinya
Vol 1 No 4 (2023): JNATIA Vol. 1, No. 4, Agustus 2023

Analisis Sentimen Aplikasi Zenius Menggunakan Metode Logistic Regression

Juniandika, I Made (Unknown)
Made Mahendra, Ida Bagus (Unknown)



Article Info

Publish Date
01 Aug 2023

Abstract

E-Learning application is one of the media used to conduct adaptive learning. One of the e-learning applications that is widely used is Zenius. To know the success of an application, sentiment analysis technique is needed. In this research, the data used to perform sentiment analysis is Zenius application user review data taken from Google Play Store with a total of 19892 review data with a score of 1,2,3, and 5. The data is classified using the logistic regression method with two classes of labels, namely positive and negative. The accuracy result obtained using this method is 90% with the classificationresults of positive labeled data as much as 51.17% and negative labeled data as much as 48.83%. Keywords: E-Learning, Sentiment Analysis, Zenius, Classifier, Logistic Regression, Accuracy

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Journal Info

Abbrev

jnatia

Publisher

Subject

Computer Science & IT

Description

JNATIA (Jurnal Nasional Teknologi Informasi dan Aplikasinya) merupakan jurnal yang berfokus pada teori, praktik dan metodologi seluruh aspek teknologi di bidang ilmu dan teknik komputer serta ide-ide produktif dan inovatif terkait teknologi baru dan sistem informasi. Jurnal ini memuat makalah ...