Jurnal Cahaya Mandalika
Vol. 4 No. 1 (2023)

ANALISIS SENTIMEN ULASAN KONSUMEN PADA PRODUK PONSEL PINTAR MENGGUNAKAN METODE NAÏVE BAYES

Shintarani, Valensia Gaby (Unknown)
Mayasari, Rini (Unknown)
Jajuli, Mohamad (Unknown)



Article Info

Publish Date
28 Aug 2023

Abstract

In this modern era, people's sentiments or opinions are increasingly being disseminated and expressed freely in various media. Sentiment can be a great potential for companies who want to hear public feedback about their brand. Online shopping or e-commerce is a transaction carried out through the media in the form of online buying and selling websites or social networks that provide goods or services to be exchanged. An example of a well-known online shopping application in Indonesia is Shopee. Shopee has features that users can use to provide reviews, such as in the form of product star ratings or being able to comment on a product. On the Samsung Galaxy A03 Black product, there are reviews and ratings from various users who have bought and obtained the smartphone product. The purpose of checking this review data is to verify the sentiment classified by the machine learning model. The data used in this study is the review data of Samsung Galaxy A03 Black brand smartphone products sold online at Shopee Indonesia and managed directly by the Offical Samsung Shop. The data used amounted to 3007 data. Each text data that has been analyzed enters the scoring stage through the calculation process. The resulting sentiment analysis classification gets an accuracy and loss graph using Google Collaboratory, where giving reviews with testing and training data is in accordance with the rating of the reviews. The highest accuracy value shows 0.87 or equivalent to 87%, while the lowest accuracy value shows 0.81 or equivalent to 81%.

Copyrights © 2023






Journal Info

Abbrev

JCM

Publisher

Subject

Humanities Languange, Linguistic, Communication & Media

Description

This journal is a means of scientific publication to develop knowledge and information. This journal specifically contains the results of research carried out in all scientific fields. Apart from publishing research results, this journal also accepts manuscripts from literature reviews and other ...