JAIA - Journal of Artificial Intelligence and Applications
Vol. 1 No. 2 (2021): JAIA - Journal of Artificial Intelligence and Applications

Sentiment Analysis to analyze Vaccine Enthusiasm in Indonesia on Twitter Social Media

M. Khairul Anam (STMIK Amik Riau)
Rahmaddeni (Unknown)
Muhammad Bambang Firdaus (Mulawarman University)
Hadi Asnal (Unknown)
Hamdani (Unknown)



Article Info

Publish Date
30 Dec 2021

Abstract

Vaccines are one way to prevent the coronavirus from entering the human body, although it is not 100% accurate. However, the implementation of vaccination in Indonesia is still controversial. People give their opinions directly or through social media such as Twitter. Retrieval of tweets using the Twitter API and using python. The data obtained is then preprocessed using case folding, cleaning, tokenizing, filtering, and stemming. After that, the model was evaluated using the Naive Bayes method. Naïve Bayes is a classification method that can predict the probability of a class to produce decisions based on learning data. Currently, nave Bayes is one of the methods to find accuracy in sentiment analysis that is often used and is the best. The results of this study obtained an accuracy of 79%.

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Journal Info

Abbrev

JAIA

Publisher

Subject

Computer Science & IT

Description

This journal publishes research results in the form of research articles, literature studies and articles in the form of concepts and policies in the field of computers in general: Machine Learning and Deep Learrning Clustering and Classification Prediction Document Mining and Text Mining Sentiment ...