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Artificial Intelligence and Blockchains in Financial Services. Potential Applications, Challenges, and Risks

Author : Aditi Shet Shirodkar

Publisher :

Page : 58 pages

File Size : 10,33 MB

Release : 2017-10-06

Category :

ISBN : 9783668537330

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Book Description

Master's Thesis from the year 2017 in the subject Computer Science - Commercial Information Technology, grade: A- (94/100), language: English, abstract: The aim of this dissertation is to identify the use cases for AI and Blockchain technologies in the Financial Services. It will also provide the possible applications for these technologies in the future and identify the challenges and risks of using the same. Artificial Intelligence (AI) and Blockchain technologies have been at the centre of research for the past couple of years. AI is more widely used and implemented by Tech companies and we come across it in some form or another in our daily lives. Bitcoin (the original Blockchain) is also gaining popularity. Financial Industry however have been slow in accepting these technologies due to several reasons such as need for higher security in financial firms, some shortfalls in the technologies, and lack of standardized regulations. There are certain firms who have taken up the initiative to work in these fields and have come up with various Proof-Of-Concepts (POCs) specifically for the financial industry. There also firms that are working towards integrating the two. These technologies are individually effective, but integrating the two could provide better and faster solutions. Both these technologies, AI and Blockchain, will prove to be disruptive. AI would make our lives easier and more efficient while Blockchain would provide us with a secure and decentralized data system. Effective use of both these technologies would provide considerable cost benefits to financial institutions.



Artificial Intelligence, Fintech, and Financial Inclusion

Author : Rajat Gera

Publisher : CRC Press

Page : 143 pages

File Size : 19,38 MB

Release : 2023-12-28

Category : Technology & Engineering

ISBN : 1003804659

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Book Description

This book covers big data, machine learning, and artificial intelligence-related technologies and how these technologies can enable the design, development, and delivery of customer-focused financial services to both corporate and retail customers, as well as how to extend the benefits to the financially excluded sections of society. Artificial Intelligence, Fintech, and Financial Inclusion describes the applications of big data and its tools such as artificial intelligence and machine learning in products and services, marketing, risk management, and business operations. It also discusses the nature, sources, forms, and tools of big data and its potential applications in many industries for competitive advantage. The primary audience for the book includes practitioners, researchers, experts, graduate students, engineers, business leaders, and analysts researching contemporary issues in the area.





Artificial Intelligence in Finance

Author : Nydia Remolina

Publisher : Edward Elgar Publishing

Page : 403 pages

File Size : 37,88 MB

Release : 2023-01-20

Category : Law

ISBN : 1803926171

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Book Description

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.



Fintech with Artificial Intelligence, Big Data, and Blockchain

Author : Paul Moon Sub Choi

Publisher : Springer Nature

Page : 306 pages

File Size : 30,63 MB

Release : 2021-03-08

Category : Technology & Engineering

ISBN : 9813361379

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Book Description

This book introduces readers to recent advancements in financial technologies. The contents cover some of the state-of-the-art fields in financial technology, practice, and research associated with artificial intelligence, big data, and blockchain—all of which are transforming the nature of how products and services are designed and delivered, making less adaptable institutions fast become obsolete. The book provides the fundamental framework, research insights, and empirical evidence in the efficacy of these new technologies, employing practical and academic approaches to help professionals and academics reach innovative solutions and grow competitive strengths.



Regulatory Aspects of Artificial Intelligence on Blockchain

Author : Tehrani, Pardis Moslemzadeh

Publisher : IGI Global

Page : 273 pages

File Size : 50,28 MB

Release : 2021-09-24

Category : Computers

ISBN : 1799879291

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Book Description

The convergence of Artificial Intelligence (AI) in blockchain creates one of the world’s most reliable technology-enabled decision-making systems that is virtually tamper-proof and provides solid insights and decisions. The integration of AI and Blockchain affects many aspects from food supply chain logistics and healthcare record sharing to media royalties and financial security. It is imperative that regulatory standards are emphasized in order to support positive outcomes from the integration of AI in blockchain technology. Regulatory Aspects of Artificial Intelligence on Blockchain provides relevant legal and security frameworks and the latest empirical research findings in blockchain and AI. Through the latest research and standards, the book identifies and offers solutions for overcoming legal consequences that pertain to the application of AI into the blockchain system, especially concerning the usage of smart contracts. The chapters, while investigating the legal and security issues associated with these applications, also include topics such as smart contacts, network vulnerability, cryptocurrency, machine learning, and more. This book is essential for technologists, security analysts, legal specialists, privacy and data security practitioners, IT consultants, standardization professionals, researchers, academicians, and students interested in blockchain and AI from a legal and security viewpoint.



Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

Author : El Bachir Boukherouaa

Publisher : International Monetary Fund

Page : 35 pages

File Size : 40,74 MB

Release : 2021-10-22

Category : Business & Economics

ISBN : 1589063953

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Book Description

This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.



AI-Driven Decentralized Finance and the Future of Finance

Author : Irfan, Mohammad

Publisher : IGI Global

Page : 426 pages

File Size : 13,66 MB

Release : 2024-08-26

Category : Business & Economics

ISBN :

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Book Description

In the evolving landscape of finance, traditional institutions grapple with challenges ranging from outdated processes to limited accessibility, hindering the industry's ability to meet the diverse needs of a modern, digital-first society. Moreover, as the world embraces Decentralized Finance (DeFi) and Artificial Intelligence (AI) technologies, there becomes a need to bridge the gap between innovation and traditional financial systems. This disconnect not only impedes progress but also limits the potential for financial inclusion and sustainable growth. AI-Driven Decentralized Finance and the Future of Finance addresses the complexities and challenges currently facing the financial industry. By exploring the transformative potential of AI in decentralized finance, this book offers a roadmap for navigating the convergence of technology and finance. From optimizing smart contracts to enhancing security and personalizing financial experiences, the book provides practical insights and real-world examples that empower professionals to leverage AI-driven strategies effectively.



Artificial Intelligence for Capital Markets

Author : Syed Hasan Jafar

Publisher : CRC Press

Page : 163 pages

File Size : 29,76 MB

Release : 2023-05-15

Category : Computers

ISBN : 1000867668

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Book Description

Artificial Intelligence for Capital Market throws light on the application of AI/ML techniques in the financial capital markets. This book discusses the challenges posed by the AI/ML techniques as these are prone to "black box" syndrome. The complexity of understanding the underlying dynamics for results generated by these methods is one of the major concerns which is highlighted in this book. Features: Showcases artificial intelligence in finance service industry Explains credit and risk analysis Elaborates on cryptocurrencies and blockchain technology Focuses on the optimal choice of asset pricing model Introduces testing of market efficiency and forecasting in the Indian stock market This book serves as a reference book for academicians, industry professionals, traders, finance managers and stock brokers. It may also be used as textbook for graduate level courses in financial services and financial analytics.



Big Data and Artificial Intelligence in Digital Finance

Author : John Soldatos

Publisher : Springer Nature

Page : 371 pages

File Size : 18,83 MB

Release : 2022

Category : Artificial intelligence

ISBN : 3030945901

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Book Description

This open access book presents how cutting-edge digital technologies like Machine Learning, Artificial Intelligence (AI), and Blockchain are set to disrupt the financial sector. The book illustrates how recent advances in these technologies facilitate banks, FinTechs, and financial institutions to collect, process, analyze, and fully leverage the very large amounts of data that are nowadays produced and exchanged in the sector. To this end, the book also introduces some of the most popular Big Data, AI and Blockchain applications in the sector, including novel applications in the areas of Know Your Customer (KYC), Personalized Wealth Management and Asset Management, Portfolio Risk Assessment, as well as variety of novel Usage-based Insurance applications based on Internet-of-Things data. Most of the presented applications have been developed, deployed and validated in real-life digital finance settings in the context of the European Commission funded INFINITECH project, which is a flagship innovation initiative for Big Data and AI in digital finance. This book is ideal for researchers and practitioners in Big Data, AI, banking and digital finance. Introduces the latest advances in Big Data and AI in Digital Finance that enable scalable, effective, and real-time analytics; Explains the merits of Blockchain technology in digital finance, including applications beyond the blockbuster cryptocurrencies; Presents practical applications of cutting edge digital technologies in the digital finance sector; Illustrates the regulatory environment of the financial sector and presents technical solutions that boost compliance to applicable regulations; This book is open access, which means that you have free and unlimited access.