001431369 000__ 05177cam\a2200553Ii\4500
001431369 001__ 1431369
001431369 003__ OCoLC
001431369 005__ 20230308003233.0
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001431369 007__ cr\un\nnnunnun
001431369 008__ 220503s2022\\\\sz\a\\\\o\\\\\001\0\eng\d
001431369 019__ $$a1313903584
001431369 020__ $$a9783030945909$$q(electronic bk.)
001431369 020__ $$a3030945901$$q(electronic bk.)
001431369 020__ $$z9783030945893
001431369 020__ $$z3030945898
001431369 020__ $$z9783030945923
001431369 020__ $$z3030945928
001431369 0247_ $$a10.1007/978-3-030-94590-9$$2doi
001431369 035__ $$aSP(OCoLC)1313606242
001431369 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dEBLCP$$dOCLCF$$dOCLCQ
001431369 049__ $$aISEA
001431369 050_4 $$aHG4515.5
001431369 08204 $$a332.640285$$223/eng/20220506
001431369 24500 $$aBig data and artificial intelligence in digital finance :$$bincreasing personalization and trust in digital finance using big data and AI /$$cJohn Soldatos, Dimosthenis Kyriazis, editors.
001431369 264_1 $$aCham :$$bSpringer,$$c[2022]
001431369 264_4 $$c©2022
001431369 300__ $$a1 online resource :$$billustrations (some color)
001431369 336__ $$atext$$btxt$$2rdacontent
001431369 337__ $$acomputer$$bc$$2rdamedia
001431369 338__ $$aonline resource$$bcr$$2rdacarrier
001431369 500__ $$aIncludes index.
001431369 5050_ $$aIntroduction -- Part I: Novel Big Data and AI Technologies for Digital Finance -- A Reference Architecture for Big Data Systems and AI Applications in the Finance Sector -- Hybrid Transactional and Analytical Processing for Integrated Data Management in Digital Finance and FinTech Applications -- Semantic Interoperability Modelling for Digital Finance Applications -- Semantic Streaming for Digital Finance Applications -- Part II: Blockchain Technologies and Digital Currencies for Digital Finance Applications -- Central Bank Digital Currencies and a Euro for the Future -- Efficient and Accelerated KYC Using Blockchain Technologies -- Part III: Applications of Big Data and AI in Digital Finance -- AI-based platform for Intelligent and Automated Accounting -- Addressing Intra-Day Volatility in Risk Assessments for Forex Trading -- Next-Generation Personalized Investment Recommendations -- Personalized Finance Management for Small Medium Businesses -- AML/CF supervision empowered by AI -- Analyzing Large Scale Blockchain Transaction Graphs for Fraudulent Activities -- Cybersecurity and Fraud Detection in Financial Transactions -- Part IV: Applications of Big Data and AI in Insurance -- Risk assessment for personalized health insurance products -- Alternative Data for Personalized Insurance products -- Part V: Technologies for Regulatory Compliance in the Finance Sector -- AI Governance -Trustworthy and Responsible use of AI -- Large Scale Data Anonymization for GDPR Compliance -- Conclusion.
001431369 5060_ $$aOpen access$$5GW5XE
001431369 520__ $$aThis 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.
001431369 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed May 6, 2022).
001431369 650_0 $$aArtificial intelligence$$xFinancial applications.
001431369 650_0 $$aBig data.
001431369 650_0 $$aBlockchains (Databases)
001431369 655_0 $$aElectronic books.
001431369 7001_ $$aSoldatos, John,$$eeditor.
001431369 7001_ $$aKyriazis, Dimosthenis P.,$$d1973-$$eeditor.
001431369 77608 $$iPrint version: $$z3030945898$$z9783030945893$$z3030945928$$z9783030945923$$w(OCoLC)1288660284
001431369 852__ $$bebk
001431369 85640 $$3Springer Nature$$uhttps://link.springer.com/10.1007/978-3-030-94590-9$$zOnline Access$$91397441.2
001431369 909CO $$ooai:library.usi.edu:1431369$$pGLOBAL_SET
001431369 980__ $$aBIB
001431369 980__ $$aEBOOK
001431369 982__ $$aEbook
001431369 983__ $$aOnline
001431369 994__ $$a92$$bISE