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All Journal E-Jurnal Medika Udayana Jurnal Pelita Pendidikan JAM JURNAL DERIVAT: JURNAL MATEMATIKA DAN PENDIDIKAN MATEMATIKA The Journal of Pure and Applied Chemistry Research English Teaching Journal : A Journal of English Literature, Language, and Education Forum Ekonomi : Jurnal Ekonomi, Manajemen dan Akuntansi Jurnal SOLMA Pendas : Jurnah Ilmiah Pendidikan Dasar Martabe : Jurnal Pengabdian Kepada Masyarakat Jaladri : Jurnal Ilmiah Program Studi Bahasa Sunda Building of Informatics, Technology and Science Bioscientist : Jurnal Ilmiah Biologi Nusantara Hasana Journal International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS) Warisan: Journal of History and Cultural Heritage Jurnal Pendidikan dan Pembelajaran Jurnal Sistem Informasi Triguna Dharma (JURSI TGD) SIGn Journal of Social Science JURNAL PENELITIAN BIDANG PENDIDIKAN MASALIQ: Jurnal Pendidikan dan Sains Cendekia: Jurnal Ilmu Sosial, Bahasa dan Pendidikan UNP Journal of Statistics and Data Science Wicara Journal of Contemporary Islamic Primary Education JURNAL MULTIDISIPLIN ILMU AKADEMIK jurnal Ilmu Sosial International Journal of Economics, Management and Accounting BIO-SAINS | Jurnal Ilmiah Biologi Permata : Jurnal Pendidikan Agama Islam FORUM EKONOMI: Jurnal Ekonomi, Manajemen dan Akuntansi Jurnal Ilmiah Program Studi Bahasa Sunda Proceedings of The International Conference on Computer Science, Engineering, Social Sciences, and Multidisciplinary Studies
Annisa Ramadhani
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Journal : building of informatics technology and science

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Analisis Sentimen Tanggapan Publik di Twitter Terkait Program Kerja Makan Siang Gratis Prabowo–Gibran Menggunakan Algoritma Naïve Bayes Classifier dan Support Vector Machine Ramadhani, Annisa; Permana, Inggih; Afdal, M; Fronita, Mona
Building of Informatics, Technology and Science (BITS) Vol 6 No 3 (2024): December 2024
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i3.6188

Abstract

Indonesia faces a serious challenge related to stunting, with rates reaching 21% in 2024, although this represents a decrease from 24% in 2021. In response, the government has launched various programs to address this issue, including nutrition education, health check-ups for pregnant women, and supplementary food provisions. Amid these efforts, the proposed free lunch program aims to improve nutritional quality for children and pregnant women. However, this program has sparked controversy over the required budget, estimated at IDR 450 trillion, which could impact the national budget balance and lead to inflation.This study analyzes public sentiment toward the free lunch program using the Naïve Bayes Classifier (NBC) and Support Vector Machine (SVM) algorithms. An analysis of 1,028 tweets revealed that negative sentiment predominates at 44.84%, followed by positive sentiment (32.39%) and neutral sentiment (22.76%). SVM outperformed NBC with an accuracy of 75.39%, compared to NBC's 68.97%. The findings provide important insights into public perceptions of the program and highlight the need for further research to improve sentiment analysis methodologies.
Co-Authors Abdul Ghofur Abidin, Syahrul Abizar Abizar Ade Marisa Ade Suryanda Adhani, Reihan Lutviansyah Aditia Sutrisno, M. Triesnaldi Akmala, Muthia Alfarizi, Muhammad Rafi Aprilia, Rustina Aries Fachriza Arikah Putri Afriani Aryeni Aryeni Aulya, Nailul Rahmi Azainil Azainil Azis, Emmi Azizul Kholis, Azizul Azmi Harahap, Putri Aulia Azzahra, Nadia Chelsa Artamevia Daniar Setyo Rini Darmawati Dewi Agustina Dicky Nofriansyah DINAR DIPTA Diska Fatima Virgiyanti Dito Aditia Darma Nasution Eka Indah Nuraini Ekawati Sri Wahyuni Elda Tinari Putri Eliyanora Eliyanora ERLINA Erwin Setiawan, Erwin Esmawati Fariz, Sabrina Fatima Fatima Fatima Febrianto Budiman Putra Feby, Poppy Arista Febriani Fenny Etrawati Fitri Khoiriyah Sayidah Harahap fitria ningsih Hambali Hanum Isfaeni Hikmah, Ade Nurul Iin Sri Ayu Sihotang ika agustina Indah Purnamasari Indah Purnamasari Inggih Permana Irawan Jessica Dwi Yolanda Pandiangan Khairiah, Anas Tasya M. Afdal M. Triesnaldi Aditia Sutrisno Magdalena, Sintia Erika Mahastu, Puput Jianggi Manjillatul Urba Mardlia, Zulfikri Achid Mona Fronita, Mona Muhammad Haikal Muslimin, Sayyid Izzuddin Najwa Rahmadini Nasywa Hasna Nafisa Nesbah, Nesbah Noffani Megananda Nor Asiyah Nurfakina NURHADI Nurhafizah Nurhafizah Nurul Handini Nusaibah, Tsabitha Prima Aulia Pusparini, Fitria Putri, Nabillah Aisyah Rahmadini, Najwa Rahmayati, Septi Ratna Komala, Ratna Reagen, Muhamad Alvin Renata Renata, Renata RINA M.Si WIDIANA S.Si Riris Tiani Risna Rizki Ramadhani Rizki, Dinar Rohani, Laila Sahiruddin SALPRIMA YUDHA S Santri, Dwi Selviana, Devia Sihotang, Iin Sri Ayu Siti Fadilla Siti Khadijah Sofyan Sjaf Sumarlin Mus Syafitriani Syahputri, Astri Tanjung, Riska Rahman Tessy Octavia Mukhti Tiara Ramadhani Wahira Yossi Septriani Zamahsary Martha Zikra, Muhammad Al