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Utilization of artificial intelligence in the banking sector: a systematic literature review

This study provides a holistic and systematic review of the literature on the utilization of artificial intelligence (AI) in the banking sector since 2005. In this study, the authors examined 44 articles through a systematic literature review approach and conducted a thematic and content analysis on...

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Detalles Bibliográficos
Autores principales: Fares, Omar H., Butt, Irfan, Lee, Seung Hwan Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Palgrave Macmillan UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366789/
http://dx.doi.org/10.1057/s41264-022-00176-7
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author Fares, Omar H.
Butt, Irfan
Lee, Seung Hwan Mark
author_facet Fares, Omar H.
Butt, Irfan
Lee, Seung Hwan Mark
author_sort Fares, Omar H.
collection PubMed
description This study provides a holistic and systematic review of the literature on the utilization of artificial intelligence (AI) in the banking sector since 2005. In this study, the authors examined 44 articles through a systematic literature review approach and conducted a thematic and content analysis on them. This review identifies research themes demonstrating the utilization of AI in banking, develops and classifies sub-themes of past research, and uses thematic findings coupled with prior research to propose an AI banking service framework that bridges the gap between academic research and industry knowledge. The findings demonstrate how the literature on AI and banking extends to three key areas of research: Strategy, Process, and Customer. These findings may benefit marketers and decision-makers in the banking sector to formulate strategic decisions regarding the utilization and optimization of value from AI technologies in the banking sector. This study also provides opportunities for future research.
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spelling pubmed-93667892022-08-11 Utilization of artificial intelligence in the banking sector: a systematic literature review Fares, Omar H. Butt, Irfan Lee, Seung Hwan Mark J Financ Serv Mark Original Article This study provides a holistic and systematic review of the literature on the utilization of artificial intelligence (AI) in the banking sector since 2005. In this study, the authors examined 44 articles through a systematic literature review approach and conducted a thematic and content analysis on them. This review identifies research themes demonstrating the utilization of AI in banking, develops and classifies sub-themes of past research, and uses thematic findings coupled with prior research to propose an AI banking service framework that bridges the gap between academic research and industry knowledge. The findings demonstrate how the literature on AI and banking extends to three key areas of research: Strategy, Process, and Customer. These findings may benefit marketers and decision-makers in the banking sector to formulate strategic decisions regarding the utilization and optimization of value from AI technologies in the banking sector. This study also provides opportunities for future research. Palgrave Macmillan UK 2022-08-11 /pmc/articles/PMC9366789/ http://dx.doi.org/10.1057/s41264-022-00176-7 Text en © The Author(s), under exclusive licence to Springer Nature Limited 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Fares, Omar H.
Butt, Irfan
Lee, Seung Hwan Mark
Utilization of artificial intelligence in the banking sector: a systematic literature review
title Utilization of artificial intelligence in the banking sector: a systematic literature review
title_full Utilization of artificial intelligence in the banking sector: a systematic literature review
title_fullStr Utilization of artificial intelligence in the banking sector: a systematic literature review
title_full_unstemmed Utilization of artificial intelligence in the banking sector: a systematic literature review
title_short Utilization of artificial intelligence in the banking sector: a systematic literature review
title_sort utilization of artificial intelligence in the banking sector: a systematic literature review
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366789/
http://dx.doi.org/10.1057/s41264-022-00176-7
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