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Tri Susanto
Balai Riset dan Standardisasi Industri Banda Aceh
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Journal : Journal Of Artificial Intelligence And Software Engineering

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Public Sentiment Analysis on the Launch of Danantara Using Support Vector Machine (SVM) Algorithm Based on Data from the X Social Media Platform Fernando, Ziagy Aji; Rumini, Rumini; Susanto, Tri
Journal of Artificial Intelligence and Software Engineering Vol 5, No 4 (2025): Desember (On Progress)
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/jaise.v5i4.8496

Abstract

Efficient management of national wealth and resources is key to realizing the welfare of the Indonesian people. The Daya Anagata Nusantara Investment Management Agency (BPI Danantara) was established as a strategic institution aimed at optimizing government investments to drive national economic growth. The launch of the Danantara Project has sparked various public responses, particularly on the social media platform X, which has become a space for citizens to express their opinions on government policies. This study aims to analyze public sentiment toward the Danantara Project using the Support Vector Machine (SVM) algorithm. By processing 3,152 posts from the period of February 24 to April 4, 2025, the SVM model demonstrated strong performance with an accuracy of 87%. The research findings indicate that positive sentiment is quantitatively more dominant, reflecting public expectations of national investment progress and strategic project management. However, negative sentiment is also quite significant, highlighting issues of corruption, lack of transparency, and potential project failure.
Co-Authors A. Harijono A.A. Ketut Agung Cahyawan W Al Anzhary, Rafdy Alfa Yusuf Retyoadhi Alfianarrochmah, 'Ilma Amalia, Cinta Ana Fitriana Poerana Anggara, Reddy Asri Nurdiana, Asri Aulanni'am, Aulanni'am Auroro, Gracia Groria Bagus Hario Setiadji Bambang Purwanggono Budhiharti, Tri Widya Budipriyanto, Adi Carudin, Carudin CH. Yayuk Trisnawati Chasri Nurhayati, Chasri Defriyanti, Wenni Tania Deni, Delista Putri Dr.Ir. Yunianta, DEA Efriandi, Efriandi Erni Sofia Murtini Erryana Martati Fernando, Ziagy Aji Ferry Hermawan G.P. Ganda Putra Gunawan, Yosef Halimah, Rainy Shinta Nur Hari Adi Prasetya, Hari Adi Ida Ayu Ulifah Jamil, Syakira Nasywa Juairiyah, Oktaf Kartini Zailanie Kause, Eurico Leonardo Kiagus Ahmad Roni Kurnianingsih, Oktavia Kurniawan, Endro Sigit Legowo, Slamet Jauhari Lubis, Fardiah Oktariani M. Agung Wibowo Mahfuda, Anno Manurung, Ayu Oktaviani Maromi, M. Izeul Muflih Marsuq Muthaher, Andi Muhammad, Fathur Rahman Nayiroh, Luluatu Negara, Adhi Kusuma Ni Made Wartini Ni Made Wartini Harijono Ningtias, Mista Aura Novianti, Mirsa Diah OKY OXCYGENTRI Oom Komalasari Pradana H S, Canggih Gilang Pratama, Ramadhan Widy Pratiwi, Anik Nurul Pratiwi, Kholis Hapsari Purnomo, Galih Putra, Muhammad Hatta Eka Putri, Dita Mentari Raden Mohamad Herdian Bhakti Rahma Wati, Siti Rahmi, Ardia Tiara Ramdhani, Heru Ratih Kusumawardani Rifdah, Rifdah Roni, Ki agus Ahmad Rumini - Rurini Retnowati SATRIYAS ILYAS Shanahan, Callysta Simon B. Widjanarko Sri Kumalaningsih Sri Maryani Sudarminto Setyo Yuwono Sugeng Rakhmadiono Surya Irawan, Diki Tayo, Yanti Wijaya Adidarma Wijaya, Hanggoro Iskandar Putra Yanti Meldasari Lubis Yanto, Fendi Hary Yenny Sugiarti Yunianta Rurini Retnowati Yusup, Eka Zainal Abidin Zohan Efendi