Applications of Blockchain and Artificial Intelligence in Finance and Governance
暫譯: 區塊鏈與人工智慧在金融與治理中的應用
Bharathy, A. M. Viswa, Le, Dac-Nhuong, Karthikeyan, P.
相關主題
商品描述
In the rapidly evolving landscape of finance and governance, the integration of blockchain technology and artificial intelligence is reshaping the way we perceive and interact with traditional systems. In Applications of Blockchain and Artificial Intelligence in Finance and Governance, the authors delve into the intricacies of this dynamic intersection, offering a comprehensive exploration of the transformative potential of these cutting-edge technologies. From dissecting the symbiotic relationship between artificial intelligence and blockchain to examining their profound impact on cryptocurrency markets, each chapter offers invaluable insights into the role of these technologies in shaping the future of finance. With a meticulous review of open risks and challenges, the book navigates through the complexities of data security in public and consortium blockchain systems, paving the way for enhanced trust and transparency in financial transactions. Through real-world case studies and theoretical frameworks, readers are guided through the application of intelligent resource allocation for data analytics, unlocking the potential for optimized decision-making in blockchain-enabled financial transactions. Moreover, the book explores the revolutionary implications of blockchain and AI in maintaining smart governance records, revolutionizing accountability and efficiency in public administration.
This book:
- Introduces a step-by-step procedure for developing blockchain and artificial intelligence-based applications for the finance industry using decentralized applications and hyperledgers.
- Discusses improved trust framework and data integrity in the blockchain using artificial intelligence in the finance sector.
- Highlights the importance of blockchain in solving transaction costs, coordination costs, and supervision costs for efficient resource allocation.
- Explores the use of explainable artificial intelligence for policy development, service delivery, and regulatory compliance.
- Explains how federated learning can be used to build more accurate and robust models for financial risk assessment, fraud detection, and customer profiling.
From the transformative effects on the accounting profession to the burgeoning adoption of blockchain technology in supply chain finance, this book serves as an indispensable guide for professionals, academics, and enthusiasts alike. Applications of Blockchain and Artificial Intelligence in Finance and Governance illuminates the path toward a more secure, efficient, and equitable financial future, where innovation and collaboration reign supreme.
商品描述(中文翻譯)
在快速演變的金融與治理領域中，區塊鏈技術與人工智慧的整合正在重塑我們對傳統系統的認知與互動方式。在《區塊鏈與人工智慧在金融與治理中的應用》一書中，作者深入探討了這一動態交集的複雜性，提供了對這些尖端技術轉型潛力的全面探索。從剖析人工智慧與區塊鏈之間的共生關係，到檢視它們對加密貨幣市場的深遠影響，每一章都提供了對這些技術在塑造金融未來中的角色的寶貴見解。書中對公開與聯盟區塊鏈系統中的數據安全開放風險與挑戰進行了細緻的回顧，為金融交易中的信任與透明度提升鋪平了道路。透過真實案例研究與理論框架，讀者將了解如何應用智能資源配置於數據分析，釋放區塊鏈驅動的金融交易中優化決策的潛力。此外，本書還探討了區塊鏈與人工智慧在維護智能治理記錄方面的革命性影響，徹底改變了公共行政中的問責制與效率。
本書：
- 介紹了一個逐步的程序，用於開發基於區塊鏈和人工智慧的金融行業應用，使用去中心化應用和超級帳本。
- 討論了在金融領域中，利用人工智慧改善區塊鏈的信任框架和數據完整性。
- 強調了區塊鏈在解決交易成本、協調成本和監管成本方面的重要性，以實現高效的資源配置。
- 探索了可解釋的人工智慧在政策制定、服務交付和合規性方面的應用。
- 解釋了聯邦學習如何用於建立更準確和穩健的金融風險評估、詐騙檢測和客戶分析模型。
從對會計職業的轉型影響到區塊鏈技術在供應鏈金融中的蓬勃採用，本書為專業人士、學者和愛好者提供了不可或缺的指導。《區塊鏈與人工智慧在金融與治理中的應用》照亮了通往更安全、高效和公平的金融未來的道路，創新與合作在此主導。
作者簡介
A M Viswa Bharathy completed his Bachelor and Master of Engineering in Computer Science and Engineering in 2008 and 2011, respectively, from Anna University, India. He completed his Ph.D. in the area of Computer Security from the same University in 2017 with highly commendable performance. He has a total of 13+ years of experience in academic teaching. His interests are Computer Networks, Wireless Networks, Ad-hoc and Sensor Networks, Data Science & Blockchain Technology. He has delivered guest lectures and keynote addresses in national and international conferences many times. He is a reviewer and editorial member of many WOS and Scopus journals. He has presented and published more than 30 papers in international conferences and journals.
Dac-Nhuong Le has an M.Sc. and Ph.D. in computer science from Vietnam National University, Vietnam in 2009, and 2015, respectively. He is an Associate Professor of Computer Science and Dean of the Faculty of Information Technology at Haiphong University, Vietnam. He has a total academic teaching experience of 20+ years in computer science. He has more than 130+ publications in reputed international conferences, journals, and book chapter contributions (Indexed by SCIE, SSCI, ESCI, Scopus). His research areas are intelligence computing, multi-objective optimization, network security, cloud computing, virtual reality/argument reality, and IoT. Recently, he has been on the technique program committee, the technique reviews, and the track chair for many international conferences. He serves on the editorial board of international journals and has edited/authored 30+ computer science books.
P. Karthikeyan obtained his Bachelor of Engineering (B.E.) in Computer Science and Engineering from Anna University, Chennai, Tamil Nadu, India in 2005 and received his Master of Engineering (M.E.) in Computer Science and Engineering from Anna University Coimbatore, India in 2009. He completed his Ph.D. degree at Anna University, Chennai in 2018. He has worked as post-doctorate research fellow at the Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan. He has contributed to the national projects on using technology to promote Human Rights and sustainable development, supported by the National Science and Technology Council, Taiwan. He possesses a high level of proficiency in project development and research, specializing in the domains of cloud computing and the practical application of deep learning. He is well-versed in programming languages, including Java, Python, R, and C. His research endeavors have led to the publication of more than 30 papers in esteemed international journals, many of which have garnered commendable impact factors. Furthermore, he has shared his research insights through presentations at over 20 international conferences, solidifying his reputation within the academic community.
作者簡介(中文翻譯)
A M Viswa Bharathy於2008年和2011年分別在印度安娜大學（Anna University）獲得計算機科學與工程的學士和碩士學位。他於2017年在同一所大學完成計算機安全領域的博士學位，表現優異。他擁有超過13年的學術教學經驗，研究興趣包括計算機網絡、無線網絡、臨時網絡和傳感器網絡、數據科學及區塊鏈技術。他多次在國內外會議上發表特邀講座和主題演講。他是多本WOS和Scopus期刊的審稿人及編輯成員，並在國際會議和期刊上發表了超過30篇論文。
Dac-Nhuong Le於2009年和2015年分別在越南國立大學獲得計算機科學的碩士和博士學位。他是越南海防大學（Haiphong University）計算機科學副教授及資訊技術學院院長。他在計算機科學領域擁有超過20年的學術教學經驗，並在知名國際會議、期刊及書籍章節貢獻中發表了超過130篇論文（被SCIE、SSCI、ESCI、Scopus索引）。他的研究領域包括智能計算、多目標優化、網絡安全、雲計算、虛擬現實/增強現實及物聯網（IoT）。最近，他擔任多個國際會議的技術程序委員會成員、技術審稿人及專題主席。他在國際期刊的編輯委員會任職，並編輯/撰寫了超過30本計算機科學書籍。
P. Karthikeyan於2005年在印度泰米爾納德邦的安娜大學（Anna University, Chennai）獲得計算機科學與工程的工程學士（B.E.），並於2009年在印度科印巴多的安娜大學獲得計算機科學與工程的工程碩士（M.E.）。他於2018年在安娜大學（Chennai）完成博士學位。他曾在台灣國立中正大學的計算機科學與資訊工程系擔任博士後研究員。他參與了由台灣國家科學技術委員會支持的國家項目，利用技術促進人權和可持續發展。他在專案開發和研究方面具備高水平的專業能力，專注於雲計算和深度學習的實際應用。他精通多種程式語言，包括Java、Python、R和C。他的研究工作已在多本知名國際期刊上發表超過30篇論文，其中許多論文獲得了可觀的影響因子。此外，他在超過20個國際會議上分享了他的研究見解，鞏固了他在學術界的聲譽。
