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All Journal Jurnal Ruas (Review of Urbanism and Architectural Studies) Celt: A Journal of Culture, English Language Teaching & Literature Sisforma: Journal of Information Systems PROXIES LANGKAU BETANG: JURNAL ARSITEKTUR Jurnal Riset Ekonomi dan Bisnis Journal of Architectural Design and Urbanism Jurnal Sisfokom (Sistem Informasi dan Komputer) Jurnal Arsitektur ZONASI EconBank : Journal Economics and Banking Journal of Information Systems and Informatics Neo Teknika: Jurnal Ilmiah Teknologi Aviation Electronics, Information Technology, Telecommunications, Electricals, and Controls (AVITEC) Journal of Architectural Research and Education Journal of Management and Business Environment (JMBE) Jurnal Teknik Informatika (JUTIF) Journal of Business and Technology Arsitekta IJEAS (International Journal of Environment, Architecture, and Societies) Elektriese: Jurnal Sains dan Teknologi Elektro Journal of Computing Theories and Applications Journal of Local Architecture and Civil Engineering
Ridwan Sanjaya
Department Of Information Systems, Soegijapranata Catholic University
Aerospace Engineering Agriculture, Biological Sciences & Forestry 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 Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Social Sciences 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 Adi Fajaryanto Cobantoro Adiseputra, Nicholaus Agus Cahyo Nugroho Aji Priyambodo Aji Priyambodo Alb. Dwi Yoga Widiantoro Alb. Dwiyoga Widiantoro Albertus Dwi Yoga W Albertus Dwiyoga Widiantoro Alexandra Adriani Widjaja andadari, tri susetyo Andre Kurniawan Pamudji Andru Deva Lukito Aprilia Ratna Christanti Baskara Arya Pranata Benedicta Nathania Nugroho Bernadinus Harnadi Bernardinus Harnadi Cecilia Titiek Murniati Celvin Laviano Chandrawati, T. Brenda Christine Wibhowo, Christine Dharmawan, Jovita Dwiyoga Widyarto Ekawati Marhaenny Dukut, Ekawati Marhaenny Elisa Purnamasari Elisa Purnamasari, Elisa Elizabeth Kurniawan Ardianto Erdhi Widyarto Evangeline Eunike Fajar As'ari Fajar As'ari Felicia Kusuma Fiolita, Cindy FX Hendra Prasetya FX Hendra Prasetya Graciela, Cindy Fiolita Gregorius Alvin Raditya Santoso Hendra Prasetya Hendra Prasetya Hendra Prasetya Hendra Prasetya Hening Artdias Hermawan Hermawan Inggrit Swastini Dewi Isidorus Ivan Kalya Wasistha Koeswoyo, Freddy Koeswoyo, G. Freddy Kusnawi Kusnawi L.M.F. Purwanto Leocadia Desy Pranatalisa LMF. Purwanto Lorensius Anang Setiyo Waluyo Lysbeth Venella Oey Margareta Ernanda Rahardani Meissy Lengmas Congdinata Michael Christano Suryopranoto Mochamad Agung Wibowo Mochamad Agung Wibowo Mufidah Mufidah Muhamad Sandy Saputra Muljanto, Yehuda Joy Nugraha, Johanes Arya Pramesta Nugroho, Agus Cahyo Nugroho, Setyadi Nur Yanti Nuryanti Nuryanti P., Angelicdolly Palgunadi, Petrus Pamudji, Andre Kurniawan Perdana Putra, Sinar Pramuditya, Reza Santika Prasasto Satwiko Priatko, Albertus Aditya Purwanto, LMF R Rizal Isnanto Rahardjo, Ervina Febriani Ramli, Justine Hezekiel Rejeki, V. G. Sri Retang Wohangara, Retang Rio Wiranto Risa Farrid Farrid Christanti, Risa Farrid Rizal Isnanto Santi Widiastuti Santosa, Daniel Saswitko, Prasasto Setiyanto, Benny D. Sindi Budi Emilia Soetomo, Greg. Stephani Inggrit Swastini Stephen Jonathan Gustav Sulastri, Augustina T Brenda Chandrawati T. Brenda Ch Ch Tri Arinta, Rizka veinta sonrizky mayo Wahyuningrum, Shinta Estri Wibowo , Mochamad Agung Widianto, Daniel Prasetya Widjaja, Robert Rianto Widyarto, Erdhi Yoannes Romando Sipayung Yonathan Aditya Wijaya Yulianto, Felix Wiranata