Applications of Artificial Intelligence in commercial banks - A research agenda for behavioral finance
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作者:
Koenigstorfer, Florian
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Karl Franzens Univ Graz, Business Analyt & Data Sci Ctr, A-8010 Graz, AustriaKarl Franzens Univ Graz, Business Analyt & Data Sci Ctr, A-8010 Graz, Austria
Koenigstorfer, Florian
[1
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Thalmann, Stefan
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Karl Franzens Univ Graz, Business Analyt & Data Sci Ctr, A-8010 Graz, AustriaKarl Franzens Univ Graz, Business Analyt & Data Sci Ctr, A-8010 Graz, Austria
Thalmann, Stefan
[1
]
机构:
[1] Karl Franzens Univ Graz, Business Analyt & Data Sci Ctr, A-8010 Graz, Austria
Artificial intelligence (AI) is receiving increasing attention in business and society. In banking, the first applications of AI were successful; however, AI is mainly applied in investment banking and backend services without customer contact. AI in commercial banking with its focus on customer interaction has received little attention so far. Introducing AI in commercial banking could change business processes and interactions with customers, which could create research opportunities for behavioral finance. Based on this research gap, we conducted a structured literature review to identify applications of AI in commercial banks and the challenges of implementing AI. Our findings suggest that by using AI, commercial banks can reduce losses in lending, increase security in processing payments, automate compliance-related work, and improve customer targeting. Researchers worry about realizing technological advantages; the embedding of AI in business processes; ensuring user acceptance through transparency; privacy; and suitable documentation. Finally, we propose a research agenda for behavioral finance. (C) 2020 Published by Elsevier B.V.
机构:
Inst Univ Lisboa ISCTE IUL, Business Res Unit BRU IUL, Av Forcas Armadas, P-1649026 Lisbon, PortugalInst Univ Lisboa ISCTE IUL, Business Res Unit BRU IUL, Av Forcas Armadas, P-1649026 Lisbon, Portugal
Correia Loureiro, Sandra Maria
Guerreiro, Joao
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Inst Univ Lisboa ISCTE IUL, Business Res Unit BRU IUL, Av Forcas Armadas, P-1649026 Lisbon, Portugal
ISTAR IUL, Ave Forcas Armadas, P-1649026 Lisbon, PortugalInst Univ Lisboa ISCTE IUL, Business Res Unit BRU IUL, Av Forcas Armadas, P-1649026 Lisbon, Portugal
机构:
Univ St Gallen, Global Ctr Entrepreneurship & Innovat, St Gallen, Switzerland
Univ St Gallen, Inst Technol Management, St Gallen, SwitzerlandUniv St Gallen, Global Ctr Entrepreneurship & Innovat, St Gallen, Switzerland
Haefner, Naomi
Parida, Vinit
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机构:
Lulea Univ Technol, Entrepreneurship & Innovat, Lulea, Sweden
Univ Vaasa, Univ South Eastern Norway, USN Business Sch, Dept Management, Notodden, NorwayUniv St Gallen, Global Ctr Entrepreneurship & Innovat, St Gallen, Switzerland
Parida, Vinit
Gassmann, Oliver
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机构:
Univ St Gallen, Global Ctr Entrepreneurship & Innovat, St Gallen, Switzerland
Univ St Gallen, Inst Technol Management, St Gallen, SwitzerlandUniv St Gallen, Global Ctr Entrepreneurship & Innovat, St Gallen, Switzerland
Gassmann, Oliver
Wincent, Joakim
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Univ St Gallen, Global Ctr Entrepreneurship & Innovat, St Gallen, Switzerland
Hanken Sch Econ, Entrepreneurship & Innovat, Helsinki, FinlandUniv St Gallen, Global Ctr Entrepreneurship & Innovat, St Gallen, Switzerland
机构:
Univ Malta, Fac Media & Knowledge Sci, Dept Corp Commun, Msida 2080, Malta
Univ Edinburgh, Business Sch, Bucchleuch Pl, Edinburgh EH8 9JS, Midlothian, ScotlandUniv Malta, Fac Media & Knowledge Sci, Dept Corp Commun, Msida 2080, Malta
Camilleri, Mark Anthony
Troise, Ciro
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机构:
Univ Turin, Dept Management, Turin, ItalyUniv Malta, Fac Media & Knowledge Sci, Dept Corp Commun, Msida 2080, Malta
机构:
CUNY Queens Coll, Human Dev & Family Sci, Dept Family Nutr & Exercise Sci, 306G Remsen Hall,65-30 Kissena Blvd, Queens, NY 11367 USACUNY Queens Coll, Human Dev & Family Sci, Dept Family Nutr & Exercise Sci, 306G Remsen Hall,65-30 Kissena Blvd, Queens, NY 11367 USA
Robila, Mihaela
Robila, Stefan A.
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机构:
Montclair State Univ, Dept Comp Sci, Montclair, NJ USACUNY Queens Coll, Human Dev & Family Sci, Dept Family Nutr & Exercise Sci, 306G Remsen Hall,65-30 Kissena Blvd, Queens, NY 11367 USA