eprintid: 30541
rev_number: 22
eprint_status: archive
userid: 1636
dir: disk0/00/03/05/41
datestamp: 2023-12-28 09:36:55
lastmod: 2023-12-28 09:36:55
status_changed: 2023-12-28 09:36:55
type: article
metadata_visibility: show
creators_name: Hasan, Firman Noor
creators_id: firman.noorhasan@uhamka.ac.id
creators_orcid: 0000-0002-1246-3462
title: (JUTIF - S3) - Zaini, Sari, Hasan [2023-12-23]
ispublished: pub
subjects: T1
divisions: 55201
abstract: The case of Indonesia's failure to host the U-20 World Cup in 2023 has become a hot topic of discussion in Indonesia. The rejection of the Israel U-20 national team and security factors by FIFA are considered the main reasons for the cancellation. This raises many issues and controversies from various parties. In this study, sentiment analysis using the Naive Bayes algorithm was conducted. Researchers use the naive bayes algorithm because this algorithm has high accuracy with simple calculations. The data obtained in this study came from 250 tweets of Twitter data with a ratio of training and test data of 7:3. The results showed good data classification with 97.26% accuracy, 93.33% precision, and 100% recall. In conclusion, the classification model developed can describe public sentiment related to Indonesia's failure in the U-20 World Cup well.
date: 2023-12-23
date_type: published
publisher: Informatics, Universitas Jenderal Soedirman
official_url: https://jutif.if.unsoed.ac.id/index.php/jurnal/article/view/1209
id_number: https://doi.org/10.52436/1.jutif.2023.4.6.1209
full_text_status: public
publication: JUTIF: Jurnal Teknik Informatika
volume: 4
number: 6
pagerange: 1409-1418
refereed: TRUE
issn: 2723-3871
related_url_url: http://jutif.if.unsoed.ac.id/index.php/jurnal
related_url_type: pub
citation:   Hasan, Firman Noor  (2023) (JUTIF - S3) - Zaini, Sari, Hasan [2023-12-23].  JUTIF: Jurnal Teknik Informatika, 4 (6).  pp. 1409-1418.  ISSN 2723-3871     
document_url: http://repository.uhamka.ac.id/id/eprint/30541/1/1.%20%20Cover.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/30541/1/2.%20%20Editorial%20Team.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/30541/2/3.%20%20Daftar%20Isi.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/30541/3/4.%20%20Artikel.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/30541/4/5.%20%20Bukti%20Hasil%20Turnitin.pdf
document_url: http://repository.uhamka.ac.id/id/eprint/30541/2/6.%20%20LOA%20-%20Zaini%2C%20Sari%2C%20Hasan.pdf