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Worth A Thousand Words

Big Data and Artificial Intelligence in Digital Finance PDF Author: John Soldatos
Publisher: Springer Nature
ISBN: 3030945901
Category : Artificial intelligence
Languages : en
Pages : 371

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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.

Big Data and Artificial Intelligence in Digital Finance

Big Data and Artificial Intelligence in Digital Finance PDF Author: John Soldatos
Publisher: Springer Nature
ISBN: 3030945901
Category : Artificial intelligence
Languages : en
Pages : 371

View

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.

Green Digital Finance and Sustainable Development Goals

Green Digital Finance and Sustainable Development Goals PDF Author: Farhad Taghizadeh-Hesary
Publisher: Springer Nature
ISBN: 981192662X
Category : Business & Economics
Languages : en
Pages : 366

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Book Description
This book aims to fill the literature gap on digital instruments and FinTech in enhancing green finance. ​Technological innovation can increase transparency, accountability, and speed, decentralize the financial system, improve risk management, increase competition, lower costs, improve efficiency, increase cross-sectoral collaboration and integration, and scale up green finance. Artificial intelligence (AI), distributed ledger technologies (DLT) or blockchain, peer-to-peer lending platforms, big data, Internet-based and mobile-based payment platforms, Internet of Things (IoT), matchmaking platforms including crowdlending, tokenizing green assets are potential means to scale up the green finance for achieving the SDGs. The COVID-19 pandemic, the economic downturns, and the uncertainties shrank the new investments in renewable energy projects globally. Low investment in renewable energy projects could threaten the expansion of green energy needed to provide energy security and meet SDG7 and SDG13. Investments in renewable energy projects are scarce because of several risks and a low rate of return. Although several new green financing solutions such as green bonds, green banks, green credit guarantee, carbon taxation, carbon trade, village funds, and community trust funds have been established in different countries, these are insufficient, and alternative ways to finance projects are required. The book provides several high-quality studies on utilizing digitalization, FinTech, financial innovations, and other new technologies to fill the finance gap of green projects to meet the SDG goals. The chapters are written by scholars in diverse countries and regions and include practical policy recommendations.

The Big Data-Driven Digital Economy: Artificial and Computational Intelligence

The Big Data-Driven Digital Economy: Artificial and Computational Intelligence PDF Author: Abdalmuttaleb M. A. Musleh Al-Sartawi
Publisher: Springer Nature
ISBN: 3030730573
Category : Computers
Languages : en
Pages : 472

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Book Description
This book shows digital economy has become one of the most sought out solutions to sustainable development and economic growth of nations. This book discusses the implications of both artificial intelligence and computational intelligence in the digital economy providing a holistic view on AI education, economics, finance, sustainability, ethics, governance, cybersecurity, blockchain, and knowledge management. Unlike other books, this book brings together two important areas, intelligence systems and big data in the digital economy, with special attention given to the opportunities, challenges, for education, business growth, and economic progression of nations. The chapters hereby focus on how societies can take advantage and manage data, as well as the limitations they face due to the complexity of resources in the form of digital data and the intelligence which will support economists, financial managers, engineers, ICT specialists, digital managers, data managers, policymakers, regulators, researchers, academics, students, economic development strategies, and the efforts made by the UN towards achieving their sustainability goals.

Big Data

Big Data PDF Author: Kiran Sood
Publisher: Emerald Group Publishing
ISBN: 1802626077
Category : Business & Economics
Languages : en
Pages : 448

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Book Description
Striking a balance between the technical characteristics of the subject and the practical aspects of decision making, spanning from fraud analytics in claims management, to customer analytics, to risk analytics in solvency, the comprehensive coverage presented makes Big Data an invaluable resource for any insurance professional.

The Digital Financial Revolution in China

The Digital Financial Revolution in China PDF Author: David Dollar
Publisher: Brookings Institution Press
ISBN: 0815739567
Category : Business & Economics
Languages : en
Pages : 210

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Book Description
Describing how China is in the lead in transforming finance for the digital age China has been at the forefront of one of the most important revolutions in contemporary business practices: the rapid growth of digital finance. From mobile payments to online investment, from Big Tech lending to digital insurance, and from open banking to central bank digital currency, China has been among the most advanced—sometimes the most advanced—of the major economies in adopting technologies that are changing both the financial system and the lives of millions of people. China has been especially far-sighted in promoting financial inclusion—offering financial services for the first time to people regardless of their location, job status, or income. This book is the product of a joint research project between economists at the National School of Development, especially the affiliated Institute of Digital Finance, at Peking University and at the Brookings Institution. It investigates the impact of financial technology on job creation, income distribution, and consumer welfare in China. It also examines larger systemic issues such as monetary policy, stability of the banking sector, and international trade and payments. With a primary focus on the development of digital finance in China, most of the contributions are from Chinese economists. But the volume also considers implications for the rest of the world in several chapters written by international economists from Brookings. The depth and breadth of the descriptions and analysis in this ground-breaking book will appeal to scholars of China, finance professionals, and policymakers around the globe.

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy PDF Author: John Macintyre
Publisher: Springer Nature
ISBN: 3030895084
Category : Artificial intelligence
Languages : en
Pages : 1169

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Book Description
This book presents the proceedings of the 2020 2nd International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2021), online conference, on 30 October 2021. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for IoT security, data mining and statistical modelling for the secure IoT and machine learning-based security detecting protocols, which inspire the development of IoT security and privacy technologies. The contributions cover a wide range of topics: analytics and machine learning applications to IoT security; data-based metrics and risk assessment approaches for IoT; data confidentiality and privacy in IoT; and authentication and access control for data usage in IoT. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and provides a useful reference guide for newcomers to the IoT security and privacy field.

Digital Financial Inclusion and Regulation

Digital Financial Inclusion and Regulation PDF Author: Ogochukwu Monye
Publisher: Taylor & Francis
ISBN: 100073059X
Category : Business & Economics
Languages : en
Pages : 111

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Book Description
This book explores the various considerations for achieving an effective regulatory strategy to improve financial access and usage in Nigeria and beyond. Gaps in the legal and institutional framework for digital financial services (DFS) as well as the barriers that contribute to financial exclusion are identified as are the policy changes needed to provide more extensive, accessible and sustainable financial inclusion value. In addition, the book covers divergent themes around the use of and insights for regulating industry financial services providers and challenger entities that herald industry disruption. The book adopts three research methods. The doctrinal research method is used to buttress the law and development analysis and the themes around regulation, adoption and usage of financial services. To elucidate the application of financial innovations, comparative case studies are drawn from selected jurisdictions including Kenya, South Africa, Ghana, The Philippines, Brazil, Mexico, Uganda, Pakistan, India, and Bangladesh. Lastly, using the empirical research method, the author reports the burden experienced by the residents of a community without banks in accessing finance. Included in this discussion are the barriers to finance as well as the coping strategies adopted by the community residents to access formal and informal finance.

Digital Finance and the Future of the Global Financial System

Digital Finance and the Future of the Global Financial System PDF Author: Lech Gąsiorkiewicz
Publisher: Taylor & Francis
ISBN: 1000630285
Category : Business & Economics
Languages : en
Pages : 254

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Book Description
This book offers an in-depth analysis of the most salient features of contemporary financial systems and clarifies the major strategic issues facing the development of digital finance. It provides insight into how the digital finance system actually works in a socioeconomic context. It presents three key messages: that digital transformation will change the financial system entirely, that the State has a particularly important role to play in the whole process and that consumers will be offered more opportunities and freedom but simultaneously will be exposed to more risk and challenges. The book is divided into four parts. It begins by laying down the fundamentals of the subsequent analysis and offers a deep understanding of digital finance, including a topology of the key technologies applied in the transformation process. The next part reviews the challenges facing the digital State in the new reality, the digitalization of public finance and the development of digitally relevant taxation systems. In the third part, digital consumer aspects are discussed. The final part examines the risks and challenges of digital finance. The authors focus their attention on three key developments in financial markets: accelerated growth in terms of the importance of algorithms, replacing existing legal regulations; the expansion of cyber risk and its growing impact and finally the emergence of new dimensions of systemic risk as a side effect of financial digitalization. The authors supplement the analysis with a discussion of how these new risks and challenges are monitored and mitigated by financial supervision. The book is a useful, accessible guide to students and researchers of finance, finance and technology, regulations and compliance in finance.

Digital Financial Inclusion

Digital Financial Inclusion PDF Author: David Mhlanga
Publisher: Springer Nature
ISBN: 3031166876
Category : Business & Economics
Languages : en
Pages : 363

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Book Description
This book is unique in that it challenges scholarly views on financial inclusion and poverty reduction while also relating financial inclusion and poverty reduction to the Fourth Industrial Revolution. The book deviates from the usual method of analyzing financial inclusion, which relies on bank accounts or microcredit as success criteria, and instead discusses how the Fourth Industrial Revolution is facilitating digital financial inclusion. With a five-fold goal, this book investigates both past and present readings and understandings of poverty and financial inclusion. To begin, it provides a thorough introduction to the Fourth Industrial Revolution and financial inclusion in the context of the Fourth Industrial Revolution. Second, the book dives quite extensively into the theories of financial inclusion in the context of the Fourth Industrial Revolution. Third, the book reconstructs the theory of financial inclusion, moving from traditional to digital financial inclusion, highlighting the role of digital financial inclusion in the transition from an informal financial money market to a formal financial system. The fourth goal is to evaluate the tools and effects of digital financial inclusion on poverty. Finally, it provides case studies of digital financial inclusion and the future of digital financial inclusion in emerging and developing countries. This book will be of interest to academics, students and practitioners in a range of disciplines, including finance, development economics, and consumer economics.

Digital Finance in Europe: Law, Regulation, and Governance

Digital Finance in Europe: Law, Regulation, and Governance PDF Author: Emilios Avgouleas
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110749475
Category : Law
Languages : en
Pages : 291

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Book Description
Global finance is in the middle of a radical transformation fueled by innovative financial technologies. The coronavirus pandemic has accelerated the digitization of retail financial services in Europe. Institutional interest and digital asset markets are also growing blurring the boundaries between the token economy and traditional finance. Blockchain, AI, quantum computing and decentralised finance (DeFI) are setting the stage for a global battle of business models and philosophies. The post-Brexit EU cannot afford to ignore the promise of digital finance. But the Union is struggling to keep pace with global innovation hubs, particularly when it comes to experimenting with new digital forms of capital raising. Calibrating the EU digital finance strategy is a balancing act that requires a deep understanding of the factors driving the transformation, be they legal, cultural, political or economic, as well as their many implications. The same FinTech inventions that use AI, machine learning and big data to facilitate access to credit may also establish invisible barriers that further social, racial and religious exclusion. The way digital finance actors source, use, and record information presents countless consumer protection concerns. The EU’s strategic response has been years in the making and, finally, in September 2020 the Commission released a Digital Finance Package. This special issue collects contributions from leading scholars who scrutinize the challenges digital finance presents for the EU internal market and financial market regulation from multiple public policy perspectives. Author contributions adopt a critical yet constructive and solutions-oriented approach. They aim to provide policy-relevant research and ideas shedding light on the complexities of the digital finance promise. They also offer solid proposals for reform of EU financial services law.