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All Journal TELKOMNIKA (Telecommunication Computing Electronics and Control) Jurnal Simantec Prosiding Semnastek International Journal of Advances in Intelligent Informatics REKAYASA Proceedings Konferensi Nasional Sistem dan Informatika (KNS&I) Jurnas Nasional Teknologi dan Sistem Informasi Proceeding SENDI_U UNEJ e-Proceeding Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Martabe : Jurnal Pengabdian Kepada Masyarakat Jurnal Sistem Cerdas Jurnal Komunika : Jurnal Komunikasi, Media dan Informatika JATI (Jurnal Mahasiswa Teknik Informatika) International Journal of Science, Engineering and Information Technology Teknika International Journal of Integrative Sciences Jurnal Benuanta Sains Data Jurnal Studi Matematika dan Teknologi
Yeni Kustiyahningsih
University of Trunojoyo Madura
Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mathematics Mechanical Engineering Physics Social Sciences

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Journal : REKAYASA

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Analysis of Public Topics on The Indonesian House of Representatives in The 17+8 Demonstration Demands in News and Social Media Using BERTopic Wijaya, Anugerah Marta; Fatah, Doni Abdul; Kustiyahningsih, Yeni
Rekayasa Vol 19, No 1: 2026
Publisher : Universitas Trunodjoyo Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21107/rekayasa.v19i1.33699

Abstract

Social media has become the main space for the public to voice their opinions and criticisms of government institutions. One issue that has received a lot of attention is the 17+8 demonstration demanding accountability from the Indonesian House of Representatives (DPR RI) as a legislative body. This study aims to map public opinion of the DPR RI during this momentum using a BERTopic-based topic modeling approach. The research data consists of 21,195 comments from YouTube, TikTok, Instagram, and Facebook. The analysis process included scraping, text preprocessing, semantic representation formation using BERT embedding, dimension reduction with UMAP, and clustering using HDBSCAN. The modeling results produced more than 90 topics covering key issues such as corruption, the role of students, legislative performance, and security forces. Model evaluation showed an intra-topic cohesion value of 0.778, inter-topic separation of 0.412, and topic diversity of 0.749, indicating that the topics formed were coherent, diverse, and contextual. This study proves that BERTopic is quite effective in analyzing informal public opinion and can be used as a basis for developing digital political communication studies in Indonesia.
Co-Authors Abidin, Mochammad Syahrul Achmad Jauhari Aeri Rachmat ahmanita, Eza R Andharini Dwi Cahyani Aziz Al Rozak Bain Khusnul Khotimah Bain Khusnul Khotimah Budi Dwi Satoto Devie Rosa Anamisa Dewi Kartika Diana Wahyuningsih Doni Abdul Fatah Durio Z Eka Mala Sari R, Eka Mala Sari Eka Mala Sari Rohman Emilia Kamila Eza Rahmanita Eza Rahmnita Fatmawati, Fatmawati Fifin Ayu Mufaroha Fifin Ayu Mufarroha Firmansyah Adiputra Firmansyah, Muhammad Iqbal Herry Suprijanto Idealetika Yunia Fitri Ikhsan, Achmad Faris Jaka Purnama Jaka Purnama Khusnul Khotimah, Bain Magfiroh, Nurul Miswanto Moch. Jainul Hamit Saputro Mochamad Faruq Mochammad Kautsar Sophan Muhammad Yusuf Mula'ab Mula'ab Mula’ab Novi Prastiti, Novi Novia Sulviatin, Novia Nur Hasanah Nurwijayanti Prasetya, Yoga Dwi Purbandini Soeparman, Purbandini Rahmatulloh, Moch. Aldi Rizal Dwi Saputra Rizki Sugiharto, Rizki Rofi Liyanan Rosita Sari RR. Ella Evrita Hestiandari Siti Aisyah Teguh Pribadi Theresia Nazela Wahyu Indra Kustina Wahyudi Agustiono Wahyudi Agustiono Wijaya, Anugerah Marta Yoga Dwi Prasetya Yudha Putera Negara Zakkiya Fitri Nur Sa'adah