Format:
ix, 255 Seiten
,
Illustrationen, Diagramme
ISBN:
9781803923147
Series Statement:
Behavioural financial regulation and policy (BEFAIRLY) series
Content:
Following rapid technological advancements that have taken place throughout the late twentieth and early twenty-first centuries, this intriguing book provides a dynamic agenda for the study of artificial intelligence (AI) within finance. Through an in-depth consideration of the use of AI, it utilizes case study examples to investigate AI s effectiveness within investment and banking.Artificial Intelligence and Financial Behaviour examines to what extent AI can guide people to improve their financial wellbeing. It explores potential effects of, and problems with, specific technologies, as well as describing current regulatory considerations regarding the use of AI and machine learning. Chapters succinctly portray the impact AI may have on investor and trader behaviour. This highly informative book will be beneficial for students and researchers studying behavioural and regulatory economics. It will also be immensely useful for financial regulators who are analysing problems from contemporary points of view
Note:
Literaturangaben
,
Preface -- Introduction: Artificial intelligence should meet natural stupidity. But it cannot! / Riccardo Viale -- PART I: AI AND BOUNDED RATIONALITY -- 1. Financial service providers, AI, satisficing, and the human touch in the market for financial nudges and boosts / Hersh Shefrin -- 2. The importance of structural rationality: understanding market institutions / Shyam Sunder -- 3. Bits of individual knowledge in bytes of machines / Shabnam Mousav and Mario Rasetti -- 4. Radical rationality allows coping with fundamental uncertainty on financial markets / Paolo Sironi -- 5. Integrating heuristics and learning in a computational architecture for cognitive trading / Remo Pareschi and Federico Zappone -- PART II: AI AND MARKETS -- 6. Artificial intelligence and conduct in wholesale markets / Mark Yallop -- 7. Using AI to assess credit risk; developing a model / Umberto Filotto, Tommaso Giordani, Gian Paolo Stella and Filmon Teclai -- 8. Do we like robot? Consumers attitude towards the algorithm / Barbara Alemanni -- 9. Financial consumers, digital interfaces and decision aids / Peter D. Lunn -- 10. FOMO and Covid and Cryptos, oh my! / Steven Jon Kaplan -- 11. How AI is re-shaping the financial industry: lights, shades and perspectives / Paola Papanicolaou -- 12. 54,000 PRIIPs KIDs - how to read them (all) / Adrien Amzallag -- 13. Machine learning and artificial intelligence for risk management / Edoardo Faletti
Additional Edition:
ISBN 9781803923154
Additional Edition:
Erscheint auch als Online-Ausgabe Artificial intelligence and financial behaviour Cheltenham : Edward Elgar Publishing Ltd, 2023 ISBN 9781803923154
Language:
English
Subjects:
Economics
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