edited by Nydia Remolina, Aurelio Gurrea-Martinez. -- Edward Elgar Publishing Limited, -- [2023], --

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ISBN 1803926163 (hardcover)
ISBN13桁 9781803926162 (hardcover)
無効なISBN等 9781803926179 (electronic book)
テキストの言語 英語                  
分類:NDC10版 338
本タイトル Artificial intelligence in finance :
タイトル関連情報 challenges, opportunities and regulatory developments /
著者名 edited by Nydia Remolina, Aurelio Gurrea-Martinez.
出版地・頒布地 Cheltenham, UK ;
出版者・頒布者名 Edward Elgar Publishing Limited,
出版年・頒布年 [2023],
数量 xxiii, 377 pages :
他の形態的事項 illustrations ;
大きさ 25 cm.
書誌注記 Includes bibliographical references and index.
内容注記 Part I: Foundations of AI and AI governance -- Foundations of artificial intelligence and machine learning / Alfonso Delgado De Molina Rius -- Explaining explainable AI / Richard Zuroff and Nicolas Chapados -- Harmony in chaos / Zee Kin Yeong and Larissa Lim -- Responsible AI / Marcus Bartley Johns, Joy Fuyuno, and Dennae Smith -- Part II: Opportunities and regulatory challenges of AI in the banking industry -- AI governance frameworks for the banking sector / Virginia Torrie and Dominique Payette -- Machine learning, alternative data, and the regulation of consumer credit markets / Nikita Aggarwal -- AI-based consumer credit underwriting / Maayan Perel and Ruth Plato-Shinar -- Part III: Opportunities and regulatory challenges of AI in capital markets -- The promises and perils of robo-advisers / Aurelio Gurrea-Martinez and Wai Yee Wan -- Regulating AI trading from an AI lifecycle perspective / Alessio Azzutti, Wolf-Georg Ringe and H. Siegfried Stiehl -- Part IV: Opportunities and regulatory challenges of AI in the insurance industry -- Opportunities and use cases of AI in the insurance industry / Magdalene Loh and Terence Soo -- Regulation of the use of artificial intelligence for investment in the insurance industry / Christopher Chao-hung Chen -- Part V: Cross-sectoral issues on the use of AI in the financial sector -- Regulating artificial intelligence in finance and other regulated industries / Douglas W. Arner, Ross P. Buckley, Dirk A. Zetzsche, Brian W. Tang, and Lucien J. van Romburg -- Bias and discrimination in the use of AI in the financial sector / Minesh Tanna and William Dunning -- Interconnectedness and financial stability in the era of artificial intelligence / Nydia Remolina.
要約、抄録、注釈等 "This book provides a comprehensive analysis of the primary challenges, opportunities and regulatory developments associated with the use of artificial intelligence (AI) in the financial sector. It will show that, while AI has the potential to promote a more inclusive and competitive financial system, the increasing use of AI may bring certain risks and regulatory challenges that need to be addressed by regulators and policymakers. After analysing the technological foundations of AI, the book focuses on the use and regulatory challenges of AI in the banking, capital markets and insurance industries. It also analyses, compares and assesses the different strategies and international approaches that have been adopted to address the challenges raised by the use of AI. The book concludes by providing a holistic and cross-sectoral analysis of the use of AI in the financial sector. The comprehensive, interdisciplinary, and industry-relevant approach adopted in Artificial Intelligence in Finance will provide students, practitioners and academics interested in financial markets with a broad understanding of the challenges and opportunities of AI in the financial sector. Additionally, the comparative and policy-oriented approach also adopted in the book will provide regulators and policymakers with innovative ideas and regulatory solutions that will help them address some of the most critical challenges associated with a new data-driven financial system"-- Provided by publisher.
著者標目 Remolina, Nydia.
Gurrea Martínez, Aurelio.
一般件名 Financial services industry -- Technological innovations.
Artificial intelligence.
資料情報1 『Artificial intelligence in finance : challenges, opportunities and regulatory developments /』 edited by Nydia Remolina, Aurelio Gurrea-Martinez. Edward Elgar Publishing Limited, [2023], (所蔵館:中央  請求記号:F/338.0/A79/A  資料コード:7116969556)
URL https://catalog.library.metro.tokyo.lg.jp/winj/opac/switch-detail.do?lang=ja&bibid=1352062096