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The impact of machine learning on UK financial services.

Authors :
Buchanan, Bonnie G
Wright, Danika
Source :
Oxford Review of Economic Policy; Autumn2021, Vol. 37 Issue 3, p537-563, 27p
Publication Year :
2021

Abstract

Machine learning is an increasingly key influence on the financial services industry. In this paper, we review the roles and impact of machine learning (ML) and artificial intelligence (AI) on the UK financial services industry. We survey the current AI/ML landscape in the UK. ML has had a considerable impact in the areas of fraud and compliance, credit scoring, financial distress prediction, robo-advising and algorithmic trading. We examine these applications using UK examples. We also review the importance of regulation and governance in ML applications to financial services. Finally, we assess the performance of ML during the Covid-19 pandemic and conclude with directions for future research. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0266903X
Volume :
37
Issue :
3
Database :
Complementary Index
Journal :
Oxford Review of Economic Policy
Publication Type :
Academic Journal
Accession number :
152633282
Full Text :
https://doi.org/10.1093/oxrep/grab016