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Artificial Intelligence Fintech And Financial Inclusion

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Artificial Intelligence Fintech And Financial Inclusion

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Author : Rajat Gera
language : en
Publisher: CRC Press
Release Date : 2023-12-29

Artificial Intelligence Fintech And Financial Inclusion written by Rajat Gera and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-29 with Technology & Engineering categories.

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 Fintech And Financial Inclusion

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Author : Rajat Gera
language : en
Publisher: CRC Press
Release Date : 2023-12-29

Fintech In Financial Inclusion Machine Learning Applications In Assessing Credit Risk

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Author : Majid Bazarbash
language : en
Publisher: International Monetary Fund
Release Date : 2019-05-17

Fintech In Financial Inclusion Machine Learning Applications In Assessing Credit Risk written by Majid Bazarbash and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-17 with Business & Economics categories.

Recent advances in digital technology and big data have allowed FinTech (financial technology) lending to emerge as a potentially promising solution to reduce the cost of credit and increase financial inclusion. However, machine learning (ML) methods that lie at the heart of FinTech credit have remained largely a black box for the nontechnical audience. This paper contributes to the literature by discussing potential strengths and weaknesses of ML-based credit assessment through (1) presenting core ideas and the most common techniques in ML for the nontechnical audience; and (2) discussing the fundamental challenges in credit risk analysis. FinTech credit has the potential to enhance financial inclusion and outperform traditional credit scoring by (1) leveraging nontraditional data sources to improve the assessment of the borrower’s track record; (2) appraising collateral value; (3) forecasting income prospects; and (4) predicting changes in general conditions. However, because of the central role of data in ML-based analysis, data relevance should be ensured, especially in situations when a deep structural change occurs, when borrowers could counterfeit certain indicators, and when agency problems arising from information asymmetry could not be resolved. To avoid digital financial exclusion and redlining, variables that trigger discrimination should not be used to assess credit rating.

The Impact Of Ai Innovation On Financial Sectors In The Era Of Industry 5 0

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Author : Irfan, Mohammad
language : en
Publisher: IGI Global
Release Date : 2023-09-05

The Impact Of Ai Innovation On Financial Sectors In The Era Of Industry 5 0 written by Irfan, Mohammad and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-05 with Business & Economics categories.

In the dynamic and ever-changing financial landscape, the seamless integration of artificial intelligence (AI) and machine learning (ML) has presented unprecedented challenges for the banking and finance industry. As we embrace the era of Industry 5.0, financial institutions find themselves confronted with intricate decisions pertaining to investments, macroeconomic analysis, and credit evaluation, necessitating innovative technologies to navigate this complexity. Additionally, the mounting volume of financial transactions calls for efficient data processing and analysis. Considering these pressing concerns, scholars, academicians, and industry practitioners are eagerly seeking comprehensive insights into the transformative potential of AI and ML, specifically in bolstering resilience, fostering sustainable development, and adopting human-centric approaches within the financial sector. Offering a compelling solution to these critical challenges, The Impact of AI Innovation on Financial Sectors in the Era of Industry 5.0, edited by esteemed scholars Mohammad Irfan, Mohammed Elmogy, M. Shabri Abd. Majid, and Shaker El-Sappagh, embark on an in-depth exploration of the multifaceted functions and applications of AI and ML algorithms in the realm of finance. With a keen focus on Industry 5.0 principles such as resilience, human centricity, and sustainable development, this comprehensive compendium presents a collection of groundbreaking research papers that unveil the remarkable potential of AI/ML technologies in revolutionizing the financial services industry. By catering to a diverse audience comprising researchers, academicians, industrialists, investors, and regulatory bodies, this book actively invites contributions from industry practitioners and scholars, facilitating ongoing discussions on the efficacy of ML algorithms in efficiently processing vast financial data. As the financial landscape charts an ambitious course into Industry 5.0, the book emerges as an indispensable resource, empowering the industry with transformative advancements that will indelibly shape the future of finance.

Impact Of Artificial Intelligence On Society

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Author : Sumit Tripathi
language : en
Publisher: CRC Press
Release Date : 2024-09-23

Impact Of Artificial Intelligence On Society written by Sumit Tripathi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-23 with Computers categories.

The book presents a comprehensive and interdisciplinary exploration of the impact of AI on various sectors of society to foster a greater understanding of the opportunities and challenges presented by this transformative technology. It explores the impact AI has had on varied sectors of society, including healthcare, education, the workplace, and the economy. It provides a holistic view of this fast-growing technology by critical study of the possible benefits and drawbacks linked with the application of AI in many industries. The book also examines the ethical, social, and economic implications of AI and the potential risks and challenges associated with its use. Focuses on the future influence of AI, providing insights into how it could disrupt several industries and change the way we live, work, and connect with one another Explores how AI can be used to tackle global issues such as climate change, food security, and public health concerns Offers case studies and specific examples of how artificial intelligence is being employed in many industries, covering both successes and failures Investigates cutting-edge technology breakthroughs in AI and how they can be used to improve efficiency, productivity, and performance across multiple industries Understands the limitations and potential biases of artificial intelligence, as well as the significance of human monitoring and accountability The book is intended for researchers, practitioners, policymakers, and students who are interested in understanding the nature and role of AI with regard to different sectors of society.

Fintech Financial Inclusion And Sustainable Development

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Author : David Mhlanga
language : en
Publisher: Taylor & Francis
Release Date : 2024-09-16

Fintech Financial Inclusion And Sustainable Development written by David Mhlanga and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-16 with Business & Economics categories.

This book explores the significant impact of FinTech on the financial industry and how it could be used to promote legitimate development in the global economy. It takes readers on an engaging tour of the field of FinTech, immersing them in a thorough investigation of the technological advancements, creative business models, and regulatory issues that define the FinTech landscape. The book begins by documenting the rise of FinTech, providing historical context, and highlighting key milestones. It delves into the numerous technologies that have fuelled the FinTech revolution and offers valuable insights into the ongoing evolution of the financial industry and its implications for individuals, businesses, and society. It explores topics such as microfinance, digital lending, social impact investing, and sustainable finance, signalling the ability of FinTech to foster financial inclusion, reduce poverty, and drive sustainable economic growth in developing economies. The book takes into account ethical as well as regulatory considerations, and the importance of striking a balance between innovation and consumer protection. The book offers a comparative regional perspective and provides case studies of successful FinTech organizations from across the world. It concludes by providing an in-depth exploration of future trends and predictions, with a specific focus on emerging technologies such as ChatGPT and their potential impact. This will be a useful reference for researchers, scholars, and students, concerned with the changing dynamics of the industry in an increasingly digital and interconnected world.

Fintech And Financial Inclusion

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Author : Vikas Sharma
language : en
Publisher: Taylor & Francis
Release Date : 2025-03-28

Fintech And Financial Inclusion written by Vikas Sharma and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-28 with Business & Economics categories.

FinTech and Financial Inclusion is a comprehensive edited volume exploring the transformative impact of financial technology on expanding access to financial services and fostering sustainable economic development. This collection brings together insights from leading scholars and practitioners across 20 chapters, offering a multifaceted examination of fintech innovations and financial inclusion globally. The book covers key topics such as the role of financial and digital literacy, fintech’s impact on financial systems and economic growth, and case studies from countries like Ghana and India. It delves into technological aspects of fintech, including artificial intelligence (AI) in banking and social media in financial education, while also addressing trends, challenges, and opportunities in fintech adoption. The volume doesn’t shy away from ethical considerations and risks associated with fintech, exploring issues of security, privacy, and trust in digital finance. Gender equality in financial inclusion receives significant attention, with a focus on empowering women through financial access. Throughout, the book provides a balanced mix of theoretical frameworks, empirical studies, and practical insights, making it an invaluable resource for academics, policymakers, fintech entrepreneurs, and financial sector professionals. By bringing together various perspectives, this volume enhances our understanding of how technological innovations can create more inclusive and sustainable financial systems worldwide, addressing both the transformative potential of fintech and the challenges for responsible implementation in diverse economic contexts. The core readership includes researchers, students, policymakers, and stakeholders involved in various aspects of finance, technology, sustainability, and policy. It serves as a guide for those looking to understand the practical applications of blockchain in driving environmental change and offers a visionary outlook on the technology’s potential to reshape industries sustainably.

Driving Socio Economic Growth With Ai And Blockchain

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Author : Gwala, Ranson Sifiso
language : en
Publisher: IGI Global
Release Date : 2025-03-14

Driving Socio Economic Growth With Ai And Blockchain written by Gwala, Ranson Sifiso and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-14 with Business & Economics categories.

In an era of rapid technological advancement, artificial intelligence (AI) and blockchain emerge as powerful catalysts for driving socio-economic growth. These innovations reshape industries, streamline processes, and unlock new opportunities for economic development. AI enhances productivity and innovation across sectors like healthcare, finance, and education. Meanwhile, blockchain's decentralized and secure practices transform industries by ensuring transparency, reducing fraud, and enabling efficient transactions. Together, AI and blockchain have the potential to create a more equitable and successful society by fostering inclusive growth, driving job creation, and improving access to essential services. Further exploration into how these technologies are driving socio-economic progress may highlight their impact on global economies and the future of work. Driving Socio-Economic Growth With AI and Blockchain examines the applications of blockchain technology and AI as catalysts for social and economic development. It discusses the use of these technologies in reaching sustainable development goals (SDGs) and increasing global economic growth. This book covers topics such as data science, financial technology, and sociology, and is a useful resource for data scientists, economists, sociologists, computer engineers, academicians, and researchers.

Navigating The Future Of Finance In The Age Of Ai

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Author : Pandow, Bilal Ahmad
language : en
Publisher: IGI Global
Release Date : 2024-08-26

Navigating The Future Of Finance In The Age Of Ai written by Pandow, Bilal Ahmad and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-26 with Business & Economics categories.

The financial landscape is rapidly evolving, and professionals must keep pace with the complex relationship between traditional financial practices and cutting-edge technologies. The integration of Artificial Intelligence (AI) and Machine Learning (ML) into finance presents a transformative shift that requires a deep understanding and strategic approach. Navigating the Future of Finance in the Age of AI offers a comprehensive exploration of AI's impact on the financial sector, from predictive analytics to algorithmic trading strategies. Each chapter is written by experts in the field, and they provide practical insights and real-world examples to make complex concepts accessible and actionable. The book also delves into regulatory challenges, ethical considerations, and case studies, equipping readers with the tools needed to harness AI's transformative power in finance. Whether you are a finance professional seeking to enhance decision-making, a data scientist aiming to apply ML techniques in finance, or an academic exploring AI's role in financial innovation, this book is an indispensable resource that offers a roadmap to navigate the complexities of AI-driven finance and seize the opportunities it presents.

Generative Artificial Intelligence In Finance

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Author : Pethuru Raj Chelliah
language : en
Publisher: John Wiley & Sons
Release Date : 2025-03-11

Generative Artificial Intelligence In Finance written by Pethuru Raj Chelliah and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-11 with Computers categories.

This comprehensive volume delves deep into the diverse applications and implications of generative AI across accounting, finance, economics, business, and management, providing readers with a holistic understanding of this rapidly evolving landscape. Generative Artificial Intelligence in Finance: Large Language Models, Interfaces, and Industry Use Cases to Transform Accounting and Finance Processes provides a comprehensive guide to ethically harnessing generative AI systems to reshape financial management. Generative AI is a key theme across the accounting and finance sectors to drive significant optimizations leading to sustainability. Across 22 chapters, leading researchers supply innovative applications of large language models across the economic realm. Through detailed frameworks, real-world case studies, and governance recommendations, this book highlights applied research for generative AI in finance functions. Several chapters demonstrate how data-driven insights from AI systems can optimize complex financial processes to reduce resource usage, lower costs, and drive positive environmental impact over the long term. In addition, chapters on AI-enabled risk assessment, fraud analytics, and regulatory technology highlight applied research for generative AI in finance. The book also explores emerging applications like leveraging blockchain and metaverse interfaces to create generative AI models that can revolutionize areas from carbon credit trading to virtual audits. Overall, with in-depth applied research at the nexus of sustainability and optimization enabled by data science and generative AI, the book offers a compilation of best practices in leveraging AI for optimal, ethical, and future-oriented financial management. Audience The audience for this book is quite diverse, ranging from financial and accounting experts across banking, insurance, consultancies, regulatory agencies, and corporations seeking to enhance productivity and efficiency; business leaders want to implement ethical and compliant AI practices; researchers exploring the domain of AI and finance.

Artificial Intelligence Fintech And Financial Inclusion

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