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All Journal Khazanah Pendidikan Islam
Syahrifudin, Umar
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Education Mathematics Other

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In-depth Sentiment Analysis of The Independent Campus Program in Islamic Higher Education using Abstractive Summarization Maylawati, Dian Sa'adillah; Saputra, Muhammad Indra Nurardy; Syahrifudin, Umar; Muharam, Aldi Fahluzi
Khazanah Pendidikan Islam Vol. 6 No. 3 (2024): Khazanah Pendidikan Islam
Publisher : UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/kpi.v6i3.44500

Abstract

The implementation of the Merdeka Belajar Kampus Merdeka (MBKM) policy in Islamic Higher Education (PTKI) represents a significant shift in Indonesia’s education system. This study evaluates the impact of MBKM on PTKI institutions using sentiment analysis and automatic text summarization. By analyzing 2,416 tweets (2020-2023) from PTKI academics, this study highlights perceptions, challenges, and policy implications. Results indicate that 82.76% of tweets expressed positive sentiment, emphasizing the benefits of MBKM in curriculum flexibility and industry collaboration. However, 17.24% of tweets highlighted challenges, including policy mismanagement, unclear implementation, and student stress. To enhance policy effectiveness, this study recommends stronger institutional support, clearer policy guidelines, and enhanced digital infrastructure to ensure MBKM benefits all PTKI students equitably.
Co-Authors Maylawati, Dian Sa'adillah Muharam, Aldi Fahluzi Saputra, Muhammad Indra Nurardy