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All Journal CIVED (Journal of Civil Engineering and Vocational Education) JURNAL KARYA TEKNIK SIPIL IPTEK Journal of Proceedings Series Jurnal Transportasi Jurnal Konstruksia Jurnal Optimasi Sistem Industri Wahana Teknik Sipil: Jurnal Pengembangan Teknik Sipil Journal of Advanced Civil and Environmental Engineering Jurnal Vokasi Indonesia Transparansi Jurnal Ilmiah Ilmu Administrasi Journal of Information Systems and Informatics Aviation Electronics, Information Technology, Telecommunications, Electricals, and Controls (AVITEC) Jurnal Informatika dan Rekayasa Perangkat Lunak Jurnal Pasopati : Pengabdian Masyarakat dan Inovasi Pengembangan Teknologi Bulletin of Network Engineer and Informatics (BUFNETS) Jurnal Testing dan Implementasi Sistem Informasi
Mochamad Agung Wibowo
Departemen Teknik Sipil, Fakultas Teknik, Universitas Diponegoro
Aerospace Engineering Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Mechanical Engineering Public Health Social Sciences Transportation Other

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Artificial Intelligence and Machine Learning for SDG-Oriented Decision Making in Public Governance: A Bibliometric Analysis and Systematic Literature Review Lorensius Anang Setiyo Waluyo; Mochamad Agung Wibowo; Ridwan Sanjaya
Aviation Electronics, Information Technology, Telecommunications, Electricals, and Controls (AVITEC) Vol 8, No 2 (2026): August
Publisher : Institut Teknologi Dirgantara Adisutjipto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28989/avitec.v8i2.4021

Abstract

This study maps the development of literature on artificial intelligence (AI) and machine learning (ML) in public decision-making oriented toward achieving the Sustainable Development Goals (SDGs). A bibliometric analysis was conducted on 380 Scopus-indexed documents published between 2017 and 2026, while a focused systematic literature review was performed on 17 studies selected through PRISMA-based screening. Data were cleaned using OpenRefine and analyzed with VOSviewer and Bibliometrix to identify keyword networks, thematic trends, author productivity, country collaboration, and scientific development structures. The findings show that AI and ML are central themes in SDG-oriented decision-making research, strongly connected to decision support systems, public policy, sustainability, climate change, environmental sustainability, smart cities, energy, health, and public governance. Publication growth accelerated markedly after 2023, with India and China as dominant contributors, although international collaboration remains limited. The review also reveals major challenges related to explainability, including black-box algorithms, data bias, low transparency, weak data governance, limited institutional capacity, and unclear legal and ethical accountability. This study argues that AI/ML for SDGs must move beyond accuracy and efficiency toward explainable, auditable, trustworthy, and socially accountable decision support systems globally.
Co-Authors Aditya Kalua Aditya Kalua Aditya Lapu Kalua Ahmad Hilmi Saifunuha Akhlis Munazilin Andini Nugrahardani Arif Haidar Nur Shidqi Arif Hidayat Bagus Hario Setiadji Broto Sunaryo Eko Marsudi Utomo Ferry Hermawan Frida Kistiani Frida Kristiani Geofanny Dominica Sihaloho Hari Budieny Iqbal Setyo Jatmiko Jati Utomo Dwi Hatmoko Kusnawi Kusnawi Lorensius Anang Setiyo Waluyo Luther Alexander Latumakulita Luther Latumakulita Moammar Zachari Moh Nur Sholeh Munengsih Bunga Mustafa Nahdi Najid Naniek Utami Handayani Naniek Widayati Rama Ijon Turnip Rani Pranita Rezza Mahendra Putra Ridwan Sanjaya Riqi Radian Khasani Rizal Zainuddin Tamin Rizki Fatmawati Rizky Parlika Sari, Endah Murtiana Satria Sentik Herman Merukh Sriyana Sriyana Sutikno Syafrudin Syafrudin Undayani Cita Sari Wisard Widsli Kalengkongan Yoannes Romando Sipayung Yoga A. Harsoyo