Teknomatika: Jurnal Informatika dan Komputer
Vol 14 No 2 (2021): TEKNOMATIKA

ANALISIS SENTIMEN DI MEDIA SOSIAL TWITTER DENGAN STUDI KASUS KARTU PRAKERJA

Iqbal Hadi Subekti (Universitas Jenderal Achmad Yani Yogyakarta)
Muhammad Habibi (Universitas Jenderal Achmad Yani Yogyakarta)
Aris Wahyudi Murdiyanto (Universitas Jenderal Achmad Yani Yogyakarta)
Alfun Roehatul Jannah (Universitas Jenderal Achmad Yani Yogyakarta)



Article Info

Publish Date
27 Nov 2023

Abstract

Kartu Prakerja is one of the government's flagship programs in providing training to the workforce. In its implementation there is a lot of information scattered, especially on social media Twitter both in the pros and cons of Kartu Prakerja program. Based on information in the form of tweets that have not been analyzed in depth, it is necessary to analyze sentiment on the Kartu Prakerja in order to obtain appropriate information based on the opinions of netizen s on Twitter. This study discusses sentiment analysis of tweet data with the keyword “Kartu Prakerja” which uses data as many as 6658 tweet data taken in the period May 27 - August 5, 2021. This research uses the Naive Bayes Classification method which has several stages, namely data retrieval, data preprocessing, manual labeling, data training and testing. The solution offered in this study is to create an analysis model that can be used to perform sentiment analysis about Kartu Prakerja on Twitter. Based on the results of this study obtained that the calculation of accuracy obtained a value of 86% for training data and 87% for data testing. This study concluded that the Kartu Prakerja has a positive sentiment by Twitter netizens based on the results of Classification that discusses many positive sentiments such as the benefits, effectiveness and addition of the Kartu Prakerja budget.

Copyrights © 2021






Journal Info

Abbrev

teknomatika

Publisher

Subject

Computer Science & IT

Description

Teknomatika: Jurnal Informatika dan Komputer ISSN: 3031-0865 (Online), 1979-7656 (Print) is a free and open-access journal published by Fakultas Teknik dan Teknologi Informasi Universitas Jenderal Achmad Yani Yogyakarta, Indonesia. Teknomatika publishes scientific articles from scholars and experts ...