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All Journal Jurnal Sains dan Informatika JOURNAL OF APPLIED INFORMATICS AND COMPUTING International Journal of New Media Technology Angkasa: Jurnal Ilmiah Bidang Teknologi Compiler Jurnal Abdimas PHB : Jurnal Pengabdian Masyarakat Progresif Humanis Brainstorming JISKa (Jurnal Informatika Sunan Kalijaga) Jurnal Teknik Elektro Uniba (JTE Uniba) Jurnal Teknik Industri Terintegrasi (JUTIN) Jurnal Kajian Ilmiah IJ3PE Jurnal Pengabdian Masyarakat - Teknologi Digital Indonesia Teknomatika: Jurnal Informatika dan Komputer
Lahitani, Alfirna Rizqi
Universitas Jenderal Achmad Yani Yogyakarta
Humanities Automotive Engineering Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Library & Information Science Mathematics Mechanical Engineering Public Health Social Sciences Other

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Topic Analysis of Indonesian Online News on the Free Nutritious Meal Program Using Non-Negative Matrix Factorization Dwijayanti, Irmma; Lahitani, Alfirna Rizqi; Habibi, Muhammad
Compiler Vol 14, No 2 (2025): November
Publisher : Institut Teknologi Dirgantara Adisutjipto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28989/compiler.v14i2.3499

Abstract

The Free Nutritious Meal Program (MBG) represents a key policy of the Indonesian government to address malnutrition and stunting by providing nutritious meals for students. This study applies Non-Negative Matrix Factorization (NMF) for topic modeling on a long-text corpus of 5,390 digital news articles collected from seven national portals, with the aim of mapping public discourse on MBG. The optimal number of topics was determined using the coherence score, yielding nine distinct themes. Findings indicate that media coverage primarily revolves around program distribution in schools, the role of Micro, Small, and Medium Enterprises (MSMEs) and the food sector, budget allocation, political dynamics of national figures, and health-related concerns such as student poisoning cases. The results suggest that MBG is widely perceived as a strategic policy with broad implications for public policy, economic development, political debate, and social welfare. Methodologically, this research demonstrates the effectiveness of NMF in identifying latent thematic structures within long-text news corpora, offering insights into how digital media frames and interprets government initiatives.
Co-Authors Adkhan Sholeh Adlia Nur Zhafarina Ahmad Hanafi Ahmad Nurhidayat Alfun Roehatul Jannah Arief Ikhwan Wicaksono Bagas Dwi Santosa Chanief Budi Setiawan Dedy Hariyadi Dewi, Grita Supriyanto Dwijayanti, Irmma Eriksa Gutama Finansia, Cici Irmma Dwijayanti Kusumaningtyas, Kartikadyota Meidiyanto Heri Pratama Muhammad Fahrur R Muhammad Habibi Muhammad Habibi Nafisa Alfi Sa'diya Nanang Widayanto Nanda Saputri Windi Oktavia Netania Indi Kusumaningtyas Nisa, Isnaini Syarifatun Nisa Nita Jariyah Nofa Shintia Noviana Wulandari Rahmat Miyarno Saputro Riyanto Tri Kurniawan Rosid, Ibnu Abdul Taufaldisatya Wijatama Diwangkara Tegar Fatwa Nugroho Ulfi Saidata Aesyi Uning Kristiana