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All Journal MIX : Jurnal Ilmiah Manajemen Benefit: Jurnal Manajemen dan Bisnis DERIVATIF Akuisisi : Jurnal Akuntansi Jurnal Agribisnis Jurnal Akuntansi dan Pajak Jurnal Ilmiah Ekonomi Islam Jurnal Maneksi (Management Ekonomi Dan Akuntansi) Jurnal Manajemen Strategi dan Aplikasi Bisnis Jurnal Ilmiah Akuntansi dan Keuangan International Journal of Economics, Business and Accounting Research (IJEBAR) Jurnal Ilmiah Edunomika (JIE) Publik: Jurnal Manajemen Sumber Daya Manusia, Administrasi dan Pelayanan Publik Budimas : Jurnal Pengabdian Masyarakat Jurnal Ekuilnomi Ilomata International Journal of Management Education Journal of Indonesia (EJI) International Journal Management and Economic (IJME) Media Ekonomi Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) JIPkM Jurnal Manajemen Bisnis, Akuntansi dan Keuangan Proceeding of Undergraduate Conference on Literature, Linguistic, and Cultural Studies Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah El-Mal: Jurnal Kajian Ekonomi & Bisnis Islam Journal of Aswaja and Islamic Economics Journal of Ekonomics, Finance, and Management Studies JURNAL MANAJEMEN DAN BISNIS INDONESIA Jurnal Ilmu Manajemen Journal of Social Entrepreneurship Theory and Practice JESH: Journal of Economics, Social, and Humanities
Fatmah Bagis
UNIVERSITAS MUHAMMADIYAH PURWOKERTO
Religion Agriculture, Biological Sciences & Forestry Humanities Civil Engineering, Building, Construction & Architecture Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Public Health Social Sciences Other

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ARTIFICIAL INTELLIGENCE-BASED CLIMATE WAQF ECOSYSTEM: TRANSFORMING ABANDONED WAQF ASSETS INTO SUSTAINABLE CLIMATE FINANCING TO ACCELERATE THE SDGS: EKOSISTEM WAKAF IKLIM BERBASIS KECERDASAN BUATAN: MENTRANSFORMASI ASET WAKAF TERBENGKALAI MENJADI PEMBIAYAAN IKLIM BERKELANJUTAN UNTUK MEMPERCEPAT PENCAPAIAN SDGS Afid Setiabudi; Athaya Hukama; Suryo Lukman Hakim; Fatmah Bagis
JASIE Vol. 5 No. 1 (2026): JUNI
Publisher : Universitas Wahid Hasyim Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31942/jse.v5i1.17193

Abstract

The climate crisis and the financing deficit for the Sustainable Development Goals (SDGs) are two interrelated existential threats. The OECD (2025) notes that the SDG financing gap has surged 60% to USD 4 trillion annually, while global climate finance needs reach USD 6.4 trillion annually by 2030. Paradoxically, the world's waqf assets, estimated at USD 1 trillion annually, are largely idle and unproductive due to weak management and a lack of management technology. This study integrates Artificial Intelligence (AI) with abandoned waqf assets to create an ethical, scalable, and sustainable climate finance mechanism. Using a PRISMA protocol-based Systematic Literature Review of 50 scholarly sources (2023–2026) analyzed thematically and bibliometrically, the study identifies four critical gaps: the absence of an integrated AI–waqf–climate finance–SDGs model; the absence of a machine learning-based Social Return on Waqf Investment (SROWI) metric; The absence of an AI-based inventory system for idle waqf assets; and the lack of integration of Islamic Social Finance Theory with the Resource-Based View. In response, this study proposes the Climate Waqf Intelligence Framework (CWIF), an original four-layer conceptual framework—asset mapping (Computer Vision/GIS), climate project intelligence (ESG-SDGs-based ML), impact forecasting (Deep Learning LSTM), and SROWI measurement (NLP)—based on a synthesis of the three theories and principles of Maqasid al-Shariah. Its contributions are both theoretical and practical through policy recommendations for BWI, the Financial Services Authority (OJK), and relevant ministries.
Co-Authors Abdan Syakuro Abdul Mughni Ramadhani Azmy Abid Yanuar Badharudin Afid Setiabudi Agus Awaludin Ahmed Hussein Zangana Ainun Nurdiasih Aji Sugiarto Akhmad Darmawan Akhmad Darmawan Alfalisyado Alfalisyado Alfato Yusnar Kharismasyah Alfato Yusnar Kharismasyah Alfato Yusnar Kharismasyah Annisa Sepriani Anshor Putra Arini Hidayah Arini Hidayah, Arini Astika Nurul Hidayah Athaya Hukama Aulia Izzatunnisa Bima Cininttya Pratama Bima Cinintya Pratama Dafa Labiq Zulkifli Dafira Nadaa Septiani Davit Aditiya Pradana Dian Widyaningtyas Dian Widyaningtyas Dwi Vina Rahmawati Dwi Vina Rahmawati Efi Miftah Faridli Eliana Priscilla Hidayat Eni Yulianti Erina Kusuma Widyaningrum Erny Rachmawati Erny Rachmawati Falsafatul Yuri Azizah Fauzi Rifqi Widoyo Feti Setyarini Ghina Raudhatul Jannah Hanif Dwi Cahyo Hanifa Kasih Surahman Hardiyanto Wibowo Hengky Widhiandono Hengky Widhiandono Hengky Widhiandono, M.Si. S.E. Hermin Endratno Herni Justiana Astuti Herni Justiana Astuti Herni Justiana Astuti Hikmah Abelia Utami Humrotul Hasanah Ihtiar Febrian Putra Nur Akhiddianto Ines Putri Adna Zein Joevy Ageng Firmansyach Jovinda Percillia Marifatul U. Jovinda Percillia Ma’rifatul Umairoh Lana Dianti Lintang Ramdhani Larasati M. Muammar Maharani Retnaningrum Maria Hasmi Mastur Mujib Ikhsani Mastur Mujib Ikhsani Maulida Nurul Innayah Mega Aprillia Pratamasari Mega Aprillia Pratamasari Meydy Fauziridwan Meydy Fauzriridwan Muchammad Agung Miftahuddin Muh Alifuddin Muhamad Farhan Auladi Muhammad Fadhiil Maulana Muhammad Fadil Laela Arbi Muhammad Muammar Muhammad Rasyid Asy-Syifa Muhammmad Zahid Ash-Shidqie Murtafi'atul Khusna Nadila Nuraning Nadzirotus Salmah Naelati Tubastuvi Nandita Anisa Nasywa Aulia Zahra Nawalin Nazah Ogun Prayoga Purnadi Purnadi Raras Noor Sandra Restu Frida Utami Selamet Eko Budi Santoso Siti Rahayu Solihatun Solihatun Suryo Budi Santoso Suryo Lukman Hakim Suyoto Suyoto Suyoto Suyoto Suyoto Suyoto Syamsul Bahri Timbang Apit Afifah Totok Haryanto Tri Septin Muji Rahayu Tri Septin Muji Rahayu, Tri Septin Uswatun Hasanah Utomo Indra Kusumo Wida Purwidianti Widia Sari Yudhistira Pradhipta Aryoko Yudith Foran Al Fayed Zaki Nurhamam