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All Journal JAM : Jurnal Aplikasi Manajemen TIN: TERAPAN INFORMATIKA NUSANTARA JITEL (Jurnal Ilmiah Telekomunikasi, Elektronika, dan Listrik Tenaga) Transekonomika : Akuntansi, Bisnis dan Keuangan Journal of Trends Economics and Accounting Research Jurnal Manajemen dan Pemasaran Jasa Economics and Business Journal Jurnal Manajemen Teknologi dan Sistem Informasi Jurnal Ilmiah Manajemen dan Kewirausahaan Jurnal Manajemen Sistem Informasi (JUMPER) META - JOURNAL
Herry Mulyono
Information System, STIKOM DB of Jambi, Jambi
Aerospace Engineering Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Social Sciences Veterinary Other

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Application of Artificial Intelligence Based Risk Management in Banking: A Systematic Literature Review Rolando, Benediktus; Mulyono, Herry
Journal Management & Economics Review (JUMPER) Vol. 1 No. 7 (2024): August
Publisher : Malaqbi Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59971/jumper.v1i7.244

Abstract

The application of artificial intelligence and machine learning in the banking industry has gained significant attention in recent years. This paper aims to conduct a systematic review of the existing literature on the application of AI-based risk management in the banking sector especially in Indonesia. Thi research utilized desk methodology approach to summarize the development and implementation of AI in financial risk management. The review follows a structured approach to identify, analyze, and synthesize the key findings from relevant studies. The review covers the benefits, challenges, and potential future research directions in this domain. We found that AI-based risk management can provide significant improvements in areas such as credit risk assessment, fraud detection, and regulatory compliance. However, the adoption of AI in banking also comes with its own set of challenges, such as data availability, model interpretability, and ethical considerations. Findings from this review can guide both academics and practitioners in understanding the current state of AI-based risk management in banking and inform future research and implementation efforts.
Co-Authors Ade Agung Kurniawan Arafah, Tuty Ardhiyani, Raysa Puteri Arrahman, Naqif Baharsyah, Bastomi Benediktus Rolando Chaidirman, Chaidirman Charisma, Atik Desri, Desri Dila Nurlaila Effendy Effendy Effiyaldi, Effiyaldi Emerson, Alex Rei Eriadi, Rawiko Fajerin, Tommy Falencia, Feiren Fariza, Adha Fitriany, Armelia Eka Gusti Jaya, Suarni Helmina, Helmina Heri Santoso Hidayat, M Irfan Hidayat, Muhammad Reza Indrianti, Inne Ingriana, Alberta Ingriana, Alberta Ingriana Jannah, Dian Nur Jefri, Antonius Johni Paul Karolus Pasaribu Juarsyah, Ishak KARMAN, ZULFI Kesuma Wiradana, Teguh Kurniasih Kurniasih M. Yusuf M. Yusuf, M. Yusuf Maldiyono, Dedy Malfiro Ulfah, Hasmi Marthiawati, Noneng Mincarti, Iis Mutmainnah Mutmainnah Nanda Utami, Febby Nasution, Indra Kusuma Nuraini, Ike Nurdiansyah Saputra Nurhaliza, Tiko Oktafianti, Ely Pebrianto, Feri Poetra, Ikhsanul Prihatin, Joko Purnama, Benni Putri, Suma Handaira Rd. Rahmat Dauli Rina Hartanti Rusiana Iskandar, Handoko Saputri, Veeny Sieskayadi, Prasetyo Simorangkir, Herli Sitindaon, Kornelius Sri Vandayuli Riorini Suratno, Eddy Surizkiyana, Surizkiyana Suroto Suroto Syarifah Aini Tampubolon, Musmulyadi Tanjung, Sawaluddin Fitri Tanuwijaya, Michael Ternando , Dayu Tyas Rahayu, Ati Ulandari, Tri Wahyu Anggoro, Wahyu Wardani, Muhammad Warsono Warsono Wibowo Putra, Niko Widiyanto, Dimas Akhbar Widyawati, Nilu Gede Wijaya, Felix Yanto, Widja