Generative AI in FinTech: Revolutionizing Finance through Intelligent Algorithms

Soumi Dutta, Álvaro Rocha, Ambuj Kumar Agarwal, Raj Gaurang Tiwari, Abhishek Bhattacharya (Herausgeber)

Buch | Hardcover

2025
Springer International Publishing (Verlag)
978-3-031-76956-6 (ISBN)

Infos

This book delves into the intersection of generative artificial intelligence (AI) and the financial Technology (FinTech) industry. This book provides a comprehensive exploration of how Generative AI, a cutting-edge subset of artificial intelligence, is fundamentally altering the landscape of finance. It meticulously unravels the intricate ways in which advanced algorithms, powered by generative AI, are transforming traditional financial processes, decision-making, risk assessment, portfolio management, fraud detection, and more. Through a detailed analysis of theoretical concepts and practical applications, we illustrate how generative AI techniques, such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs), are empowering FinTech applications to generate synthetic financial data, optimize trading strategies, and enhance customer experiences. Readers will gain a deep understanding of the potential of generative AI to create realistic financial scenarios, model market behaviour, and simulate various economic conditions for better planning and strategizing.

Moreover, this book offers insights into ethical considerations and potential challenges associated with the use of generative AI in the FinTech domain, emphasizing the importance of responsible and accountable deployment. Additionally, Generative AI in FinTech serves as a practical guide for professionals, researchers, and enthusiasts seeking to implement generative AI solutions within the financial sector. It presents case studies and real-world examples that demonstrate the effectiveness and impact of generative AI in various FinTech applications.

Autor

Soumi Dutta is Associate Professor at Sister Nivedita University, India. She has completed her Ph.D(CST), IIEST, Shibpur. She received her B.Tech (IT) and M.Tech(CSE) securing 1st position (Gold medallist), from MAKAUT. She is certified as Publons Academy Peer Reviewer, 2020 and Certified Microsoft Innovative Educator, 2020. Her research interests are Data Mining, Information Retrieval, Online Social Media Analysis and Image Processing. She has published 80 conference and journal papers in Springer, IEEE, IGI Global, Taylor & Francis etc. She has 22 Books in Palgrave Macmillan, Springer, IET and IGI Global. She is a peer reviewer and TPC member in different international journals. She was the editor in CIPR 2020, CIPR2019, IEMIS 2020, CIIR 2021, IEMIS 2018, IEMIS 2022, ICIDA 2022, ICIDA 2023, CIIR 2023, ICDMIS 2024, ICIDA 2024 and special issues in IJWLTT. She is the member of several technical functional bodies such as CSI, ACM, IEEE, IFERP, MACUL, SDIWC, Internet Society, ICSES, ASR, AIDASCO, USERN, IRAN, IAENG. She has published 9 patents and 1 Copyright. She has one Authored book in Elsevier. Dr. Soumi Dutta has delivered 39 Keynote talks in Different International Conferences. She has been awarded with Rashtriya Shiksha Ratna Award, InSc Research Education Excellence Award, I       -  by      ,      .

 

Álvaro Rocha was listed in 2023 as World's 1% Top Scientists by Stanford University and Elsevier, World's Top 0.05% Scientist by ScholarGPS, and World's Top 1% Scientist by ResearchGate for the fields of Information Science and Information Systems. He is Professor at ISEG, University of Lisbon, Invited Professor at University of Calabria, Honorary Professor at Amity University, President of ITMA - Information and Technology Management Association, Vice-Chair of IEEE SMC Portugal Chapter, and Book Series Scientific Manager at Springer-Nature. He holds the title of Honorary Professor, and holds a D.Sc. in Information Science, Ph.D. in Information Systems and Technologies, M.Sc. in Information Management, and BCs in Computer Science. He is researcher at the ADVANCE (the ISEG Centre for Advanced Research in Management), and a collaborator researcher at CINTESIS (Center for Research in Health Technologies and Information Systems). His main research interests are maturity models, information systems quality, online service quality, requirements engineering, intelligent information systems, e-Government, e-Health, and information technology in education. He is also Founder and Editor-in-Chief of both following Scopus and/or WoS journals: JISEM (Journal of Information Systems Engineering & Management) and RISTI (Revista Ibérica de Sistemas e Tecnologias de Informação / Iberian Journal of Information Systems and Technologies). Moreover, he has served as Vice-Chair of Experts for the European Commission's Horizon 2020 Program, and as an Expert at the COST - intergovernmental framework for European Cooperation in Science and Technology, at the European Commission's Horizon Europe Program, at the Government of Italy's Ministry of Universities and Research, at the Government of Latvia's Ministry of Finance, at the Government of Mexico's National Council of Science and Technology, at the Government of Polish's National Science Centre, at the Government of Cyprus's Research and Innovation Foundation, and at the Government of Slovak's Research Agency.

 

Ambuj Kumar Agarwal received Ph.D. (Computer Science) in 2013. He has completed his M. Tech from MDU, Rohtak and he has done his M.Phil (CS) from Algappa University and MCA from UPTU, Lucknow. Currently, I am working as a Professor in the Department of Computer Science and Engineering, Sharda University, Greater Noida.. He has more

Inhalt

IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE AND CHATBOT FOR THE ENHANCEMENT OF NEW AGE BANKING SYSTEMS: A SYSTEMATIC REVIEW.- A Generative AI based Work Assignment System.- NexaMedic: Revolutionizing Medication Access and Healthcare Management through Intelligent Assistance.- Responsible AI in Fintech: Addressing Challenges and Strategic Solutions.- The Transformative Impact of AI Technologies on Decision-Making Processes and Operational Efficiency Across Sectors, with a Focus on Finance.- Information Utilized in the Multimodal Method for Assessing Financial Risk and Fraud Detection in the Context of Digital Currency.- Generative AI in FinTech: Revolutionizing Fraud Detection, Personalized Advising, and Predictive Analytics.- ADVANCING FINANCIAL FORECASTING WITH HIERARCHICAL GAUSSIAN MIXTURES: THE ADAPTIVE GENERATIVE META-MODEL FOR FINANCIAL ENVIRONMENTS (AGM-FE).- Next-Generation Credit Scoring: Enhancing Model Performance through Synthetic Data Generation with Generative Adversarial Networks.- The Mediating Influence of Journalistic Narratives on the Adoption of Generative AI in Financial Services.- Balancing Innovation and Responsibility: Tackling Challenges in Generative AI for FinTech.- Adapting Generative Models with Meta Learning for Financial Applications.- Precedence of Generative AI in Fintech: A Road to Redefine the Sector's Future.- Securing the Future: Addressing Risks and Vulnerabilities in Generative AI for Fintech.- The Role of Artificial Intelligence in a New Paradigm: Redefining the Banking Landscape.- Empowering Financial Access: A Generative AI Perspective.- Challenges for Responsible Implementation of Generative AI in Fintech.- Guardians of Accountability: The Role of Media in Oversight and Governance of Generative AI Applications in Fintech.

Produkt-Details

• Erscheint lt. Verlag: 9.5.2025
• Reihe/Serie: Information Systems Engineering and Management
• Zusatzinfo: Approx. 225 p.
• Verlagsort: Cham
• Sprache: englisch
• Maße: 155 x 235 mm
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik
• Themenwelt: Wirtschaft ► Betriebswirtschaft / Management ► Finanzierung
• Schlagworte: Artificial Intelligence • Computational Intelligence • Explainable AI • Finance Democratization • Financial stability • Forecasting • generative models • Investment Management
• ISBN-10: 3-031-76956-2 / 3031769562
• ISBN-13: 978-3-031-76956-6 / 9783031769566
• Zustand: Neuware