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S. Kuba, Muhammad Syafa'at
Teknik Pengairan, Fakultas Teknik, Universitas Muhammadiyah Makassar
Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry 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 Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mechanical Engineering Social Sciences Transportation Other

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Journal : Bulletin of Electrical Engineering and Informatics

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Integrating multi-criteria decision making and public sentiment analysis for sustainable urban green space planning S. Kuba, Muhammad Syafaat; Faisal, Muhammad; Nurnawaty, Nurnawaty; Abdul Rahman, Titik Khawa; Syamsuri, Andi Makbul; Hayat, Muhyiddin AM; Bakti, Rizki Yusliana
Bulletin of Electrical Engineering and Informatics Vol 15, No 2: April 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v15i2.11168

Abstract

Sustainable planning of green open spaces (GOS) requires decision-making models that combine expert evaluation with public input. This study proposes a novel hybrid framework that integrates multi-criteria group decision making (MCGDM) with public sentiment analysis to support community-based and data-driven urban planning. The workflow consists of evaluating 25 community-proposed GOS locations using stepwise weight assessment ratio analysis (SWARA) for criteria weighting and MABAC-BORDA for multi-criteria ranking, resulting in 11 feasible alternatives. To incorporate community perspectives, a term frequency-inverse document frequency-support vector machine (TF-IDF–SVM) classifier was applied to 1500 public comments, where SVM achieved the highest accuracy (0.80–0.96). The integrated approach improves ranking stability, reduces decision ambiguity, and strengthens alignment between expert judgment and community sentiment. This study contributes a transparent, participatory decision-support model that unifies MCGDM and sentiment analysis to enhance the effectiveness of sustainable GOS planning.
Co-Authors . Darniati Abdul Rahman, Titik Khawa Ade Irfan Agus, Fauziah Agusalim, Agusalim Ahmad Syafi'i Zulmi Akbar, Syahril Akrar Syah Al Imran, Hamzah Ali, Muhammad Yunus Amal, Citra Amalia AMRI, MUH ULIL Amrullah Anas, Andi Bunga Tongeng Andi Bunga Tongeng Anas Andi Rahmat Anis Dandi Juandani Antaria, Sukmasari Arman, Muayyanah Arsyad, Zulfikar Asnita Virlayani, Asnita Bakti, Rizki Yusliana Bakti, Rizki Yusliana Berni Satria Gemilang Danuputri, Chyquitha Danuputri, Chyquitha Desi Anggreani Djunur, Lutfi Hair Fachrim Irhamna Rachman Faeruddin, Muhammad Asygar Fausiah Latief Fauzan Hamdi Fithriyah Arief Wangsa Gaffar, Farida Gemilang, Berni Satria Habi Talib, Emil Agusalim Hamzah Al Imran Hasanuddin, Novianingsih Hasbir, Syahrul Irma Suryana Irwan Irwan, Muhammad Ahlil Khairi Juandani, Anis Dandi Juliandro, Juliandro Karim, Nenny Kasmawati Kato, Muh Alvin Achmad Kusumawardani, Nurul Lantara, Andi Bintang Latief, Fausiah Lisnawati Lisnawati LUKMAN ANAS Lukman Lukman Lukman, Lukman Lutfi Hair Djunur M Agusalim Ma'rupah, Ma'rupah Mahmud, Rajib Mahmuddin Mahmuddin Mahmuddin Mohamad Munawir Muh Alvin Achmad Kato Muhammad Aminuddin, Muhammad Muhammad Faisal Muhyiddin A.M Hayat Mujidah, Jihan Izzathul Munawir, Mohamad Nenny Nenny Nenny Nenny, Nenny Nini Apriani Rumata Nur Alam Nur Rahman, Ahmad Nurdiansah, Nurdiansah Nurnawaty Nurnawaty Nurnawaty, Nurnawaty Panguriseng, Darwis Pawara, Ismail Putri, Adriani Rahmasari, St. Rajib Mahmud Risman, Andi Muh. Riswal Karamma Riswal Karamma Sahril Sandi, Andi Muhammad Sari, Reski Anugrah Sarina Siba, Ikhsan Suhardi, Syahrul Syah, Akrar Syahrul, Syahrulrahman Syamsuri, Andi Makbul Syamsuri, Andi Maqbul Syarifuddin, Nur Annisa T Karim, Nenny TAIBA, ANDI MAWADDA TAIBA MAWADDA Taufiq, Muh Titin Wahyuni Toha Andi Lala Usman, Sucipto Wangsa, Fithriyah Arief Zulfikar Arsyad Zulhaidir DJ, Muhammad Zulmi, Ahmad Syafi'i