Jurnal Ilmiah Merpati (Menara Penelitian Akademika Teknologi Informasi)
Vol 11 No 2 (2023): Vol. 11, No. 2, August 2023

Sentiment Analysis of Merdeka Belajar-Kampus Merdeka Program on Twitter Using the Naive Bayes Algorithm

I Made Teguh Arthana (Universitas Udayana)
Putu Veda Andreyana (Universitas Udayana)
Muhammad Fauzi (Universitas Udayana)



Article Info

Publish Date
29 Aug 2023

Abstract

Merdeka Belajar-Kampus Merdeka (MBKM) is a learning model in higher education that provides freedom and flexibility to students. This model aims to create a culture of creativity, innovation, and non-restriction by allowing students to study for three semesters outside their study programs. The program is an initiative of the Ministry of Education and Culture of the Republic of Indonesia in response to the impact of the Covid-19 pandemic. However, the MBKM program has received varied responses from the public, especially from students who have experienced its effects and hold different views on the MBKM policy. As this is a new policy, it is important to conduct analysis and evaluation of this program involving feedback from the community to enhance its performance. In a research on sentiment analysis of the Merdeka Belajar program on Twitter using the Naïve Bayes algorithm gets an accuracy value of 78% of the model to be able to predict positive, negative, and neutral classes from the 203 testing data used or 20% of all data (1015 data).

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Journal Info

Abbrev

merpati

Publisher

Subject

Computer Science & IT

Description

The journal publishes work from all disciplinary, theoretical and methodological perspectives. It is designed to be read by researchers, scholars, teachers and advanced students in the fields of Information Systems and Information Science, as well as IT developers, consultants, software vendors, and ...