Journal of Information System and Application Development
Vol. 2 No. 1 (2024): March 2024

Analisis sentimen kebijakan masuk sekolah pukul lima pagi menggunakan algoritma Naïve Bayes

Hoar, Wilhelmina Sonya (Unknown)
Zubair, Anis (Unknown)
Muflikhah, Lailil (Unknown)



Article Info

Publish Date
04 Jun 2024

Abstract

Education is very important to build a quality young generation that can advance the nation. To improve the quality of education, the government of East Nusa Tenggara implemented a five am school entry policy. However, this policy has caused pros and cons in the community. People are becoming more active expressing their opinions through social media. Criticism of this policy is reflected in comments appearing on social media, especially on Twitter. Therefore, it's important to conduct sentiment analysis to know how many positive and negative responses to this policy. In this research, sentiment analysis was carried out on search results for tweets with the keyword “sekolah jam 5 di NTT” in the time period from February to March 2023. A total of 777 tweets were obtained with 24 positive sentiments and 753 tweets with negative sentiments. The data was then processed and analyzed using the Naïve Bayes algorithmThis research obtained accuracy results of 97% with a negative sentiment precision value of 98% and a positive sentiment precision value of 50%. In addition, the recall and f1-score values for negative sentiment are greater than positive sentiment, indicating that more people do not agree with the policy.

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Journal Info

Abbrev

jisad

Publisher

Subject

Computer Science & IT

Description

The Journal of Information System and Application Development (JISAD) is an open-access journal published by the Department of Information System, Faculty of Information Technology, University of Merdeka Malang, Indonesia. JISAD prioritizes the quality of the journal, methodology, and tools and ...