Article Per Year (5 Year)
p-Index From 2020 - 2025
8.132
P-Index
This Author published in this journals
All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Paramita: Historical Studies Journal Jurnal Tapis : Jurnal Teropong Aspirasi Politik Islam Journal of Economics, Business, & Accountancy Ventura Gadjah Mada International Journal of Business Among Makarti Journal of Indonesian Economy and Business Jurnal Manajemen Dayasaing Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi dan Pembangunan Jurnal Ekonomi & Kebijakan Publik The Journal of Educational Development Jurnal Surya Medika Conference SENATIK STT Adisutjipto Yogyakarta Jurnal Sisfokom (Sistem Informasi dan Komputer) KACANEGARA Jurnal Pengabdian pada Masyarakat IJID (International Journal on Informatics for Development) Majalah Ilmiah Pengkajian Industri Jambura Journal of Informatics Economics and Finance in Indonesia Jurnal Ilmu Manajemen dan Akuntansi Terapan Jurnal Informatika dan Rekayasa Elektronik Jurnal Ilmiah Edunomika (JIE) Wacana Publik Jurnal Humaniora Teknologi JISA (Jurnal Informatika dan Sains) JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Jurnal Humaniora Teknologi Jurnal Pengabdian Masyarakat Indonesia Journal Industrial Manufacturing Jurnal Rekayasa, Teknologi, dan Sains Pengabdian Kampus: Jurnal Informasi Kegiatan Pengabdian Pada Masyarakat Jurnal Janitra Informatika dan Sistem Informasi International Journal Software Engineering and Computer Science (IJSECS) Automotive Experiences Utsaha: Journal of Entrepreneurship Paradigma Khuluqiyya: Jurnal Kajian Hukum dan Studi Islam Malcom: Indonesian Journal of Machine Learning and Computer Science Acitya Wisesa: Journal of Multidisciplinary Research Journal of Internet and Software Engineering Jurnal Yoga Dan Kesehatan Jurnal Media Borneo Jurnal Informatika: Jurnal Pengembangan IT CHAIN: Journal of Computer Technology, Computer Engineering and Informatics Journal of Information Technology, Software Engineering and Computer Science Barigas: Jurnal Riset Mahasiswa Jurnal Ekonomi dan Pembangunan Indonesia Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen) Perwira Journal of Economics and Business (PJEB)
Tri Widodo
Sekolah Tinggi Ilmu Ekonomi AMA Salatiga
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering 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 Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mechanical Engineering Medicine & Pharmacology Nursing Physics Public Health Social Sciences Transportation Other

Published : 87 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Jambura Journal of Informatics

 1 
Analisis Sentimen terhadap Pemerintahan Prabowo–Gibran menggunakan IndoBERT dan LDA Ishak, Sahrial Ihsani; Arnilia, Okma; Widodo, Tri; Tatwa, I Gusti Nyoman Agung Bisma
Jambura Journal of Informatics VOL 7, N0 2: OKTOBER 2025 (IN PRESS)
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37905/jji.v1i2.34895

Abstract

This study analyzes public perception of the Prabowo–Gibran administration through online news coverage using a Natural Language Processing (NLP) approach. Data were collected from credible news portals such as Indonesia News and Detik, totaling 195 articles. The analysis was conducted in two stages: first, IndoBERT was used to classify the sentiment into positive, negative, and neutral; second, Latent Dirichlet Allocation (LDA) was applied to identify the main topics driving rage. Sentiment results showed that most topics, particularly those related to the economy, public policy, and governance, were dominated by negative sentiment (80%), while positive sentiment accounted for 15.9% and neutral sentiment for 4.1%. These findings indicate public criticism and concern regarding the effectiveness of policies and economic stability. The combined IndoBERT and LDA approach proved effective in providing a comprehensive understanding of public opinion dynamics in the digital era. It can serve as a consideration for the government in formulating more responsive and transparent communication strategies.Penelitian ini menganalisis persepsi publik terhadap kepemimpinan Prabowo–Gibran melalui pemberitaan media online menggunakan pendekatan Natural Language Processing (NLP). Data dikumpulkan dari portal berita kredibel seperti Antara News dan Detik dengan total 195 artikel. Analisis dilakukan dalam dua tahap: pertama, IndoBERT digunakan untuk mengklasifikasikan sentimen berita menjadi positif, negatif, dan netral; kedua, Latent Dirichlet Allocation (LDA) diterapkan untuk mengidentifikasi topik utama yang mendominasi pemberitaan. Hasil sentimen menunjukkan bahwa sebagian besar topik, terutama terkait ekonomi, kebijakan publik, dan pemerintahan, didominasi oleh sentimen negatif (80%), sedangkan sentimen positif tercatat 15,9% dan netral 4,1%. Temuan ini mengindikasikan adanya kritik dan keprihatinan publik terhadap efektivitas kebijakan dan stabilitas ekonomi. Hasil menunjukkan bahwa sebagian besar topik, terutama terkait ekonomi, kebijakan publik, dan pemerintahan, didominasi oleh sentimen negatif. Temuan ini mengindikasikan adanya kritik dan keprihatinan publik terhadap efektivitas kebijakan dan stabilitas ekonomi. Pendekatan kombinatif IndoBERT dan LDA terbukti efektif dalam memberikan pemahaman komprehensif mengenai dinamika opini publik di era digital, serta dapat menjadi bahan pertimbangan bagi pemerintah dalam merumuskan strategi komunikasi yang lebih responsif dan transparan.
Co-Authors AA Sudharmawan, AA Abdul Jamil Adam Qowiy, Okghi Adi Prasetyo Aditia Yudhistira Adityo Suksmono, Adityo Al Fansyah, Fajar Alexandra, Francisca Diana Alfian, Ganjar alwiyanti, namira anjany Angeline Novia Toemon, Angeline Novia Anggraini, Weli Anhar, Khansa Hanifah Aniyatussaidah Annisa Rahmadita Arini Ratnasari Arnilia, Okma Arshad, Muhammad Waqas Aryani, Wiwin Asyadi, Dodi Austin Bertilova Carmelita, Austin Bertilova Azhara, Lulu Bambang Sugiantoro Bismantoko, Sahid Chasanah, Umi Dian Mutiasari, Dian Djoko Widodo Donny Avianto Duddy Roesmana Donna Duddy Roesmara Donna Dwi Ratnawati, Dwi DYP Sugiharto, DYP Elvanisa Ayu Muhsina, Elvanisa Ayu Emanuel, Andi W. R. Eny Sulistyaningrum Fadilah, Aidil Risqi Fardiansyah, Ismail Fatma, Nur Fadilah Fauzi Fahlefi, Muhamad Ferdiansyah, Ismail Fitrady, Ardyanto Frimantama, Yohanes Putra Furtuna, Dwi Klarita Gufron, Ali Gunawan, Rakhmat Dedi Hanafi, Hanan Hanasia Hardiyantari, Oktavia Harris Zaenal, Harris Haryono, Asep Haryono, Diajeng Akbar Hendajany, Nenny Herlina Eka Shinta Hidayat, Ahmad Tri Hidayat, Sofwan Ina Purwantini Rahayu Inarae, Gabriella Irman maulana Ishak, Sahrial Ihsani Joko Pramono Kadir, Andi M. Karmiadji, Djoko Wahyu Khabibi , Akhmad Khaerunisa, Unis Khusyaini, Ahmad Komara, Nisa Kartika Kuntoro, Hizkia Fernando Kurnia kusuma wardani Lestarisa, Trilianty Lutfi, Mohamad Anwari Luthfiyah, Hilda Marliah, Dinda Mauludi, Putri Nabila Mayesti, Freya Ekklesia Midiawati Mokhammad Khukaim Barkhowa Muhammad Edhie Purnawan Muhammad Syafrudin Muinah, Siti Nararya Budiyono Natalia Sri Martani Ni Putu Wiwin Setyari Nugraha, Aditya Bagas Nugroho, Rendy Febry Nur Widiastuti Nurdam, Nofriyadi Nurochman, Rizal Sofyan Patricia, Tisha Permatasari, Silvani Pita Sari, Nita Ponda, Henri Pramana, Nurhadi Puspita, Maria Entina Putra S, Ravenalla Abdurrahman Al Hakim Sampurna Rosyidi, M. Rosyidi, Mohammad Ryan Randy Suryono Salenda, Rivangga Samsubar Saleh Santoso, Angga Bayu Sari, Seftin ludfita Setiawan, Feny Setiawan, Muhamad Anjas Setioko, Sigit Setyawan, Andri Sie Motik Nainggolan, Michael Sitohang, Megawati Soraya Fatmawati Sri Rejeki Retnaningdyastuti, Sri Rejeki SUHIRMAN SUHIRMAN Sukmawati, Ade Irma Syahlarriyadi, Syahlarriyadi Syamsuddin Hasrito, Eko Syamsul Arifin Tatwa, I Gusti Nyoman Agung Bisma Teresa, Astrid Tri Untoro, Iwan Hartadi Trisia, Adelgrit Triwidadi, Kurniawan Adhisukma Ula, Syarifatul Ulum, Faruk Utami, Dwi Jasela Veronica, Anna Marthea Vivianti Wahdan Wahyudi, Agung Deni Waluyo, Bambang Suhardi Warmin Warmin, Warmin Widiarti, Astri Widodo, Faradila Widyaningtyas, Dian Wiharta, Trisna Winarno Winarno YULI WIJAYANTI Yuliani, Ni Nyoman Sri Zahara, Tomi Zebua, Sukriyadin