Article Per Year (5 Year)
p-Index From 2021 - 2026
0.23
P-Index
This Author published in this journals
All Journal Jurnal Borneo Administrator: Media Pengembangan Paradigma dan Inovasi Sistem Administrasi Negara
Pujiatmo Subarkah
Centre of Data and System Information, The National Institute of Public Administration
Social Sciences

Published : 1 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search

 1 
Sentiment Analysis for Opinions on the Covid-19 Vaccination Program Using a Naive Bayes Classifier Hasna Melani Puspasari; Pujiatmo Subarkah
Jurnal Borneo Administrator Vol 18 No 3 (2022): December 2022
Publisher : Puslatbang KDOD Lembaga Administrasi Negara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24258/jba.v18i3.992

Abstract

Implementing the COVID-19 vaccination program was not easy because it received various responses from the public. This study will explore public sentiment on the program which was taken based on public comments on several videos on YouTube using data crawling techniques using Coberry tools. The data was public opinions in Bahasa Indonesia that will be collected based on videos from official news channels with high engagement in the last eight months. Sentiment analysis was carried out using the Naive Bayes Classifier method that can be used to make deep analysis through filtering and classifying the opinions of the Indonesian people, as stated on YouTube. This research showed that public sentiment was dominated by negative sentiment based on some public doubts regarding the side effects of vaccines and the government follow-up regarding the country's economic recovery. Compared with the previous studies, the conclusions of sentiment obtained by this study were not the same due to differences in data sources and the selection of timeframes for community responses. An analysis of the public responses that have been carried out using a data collection method like this one will be very effective in providing an overview of the public desire to facilitate policymakers in formulating policy designs for the public interest
Co-Authors Hasna Melani Puspasari