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008 221019s2022 sz a sb 001 0 eng d
020 _a9783030945909
040 _cQCPL
245 0 0 _aBig data and artificial intelligence in digital finance
_b: increasing personalization and trust in digital finance using big data and AI
_c/ John Soldatos, Dimosthenis Kyriazis, editors
264 1 _aCham, Switzerland :
_bSpringer,
_c[2022]
300 _a1 online resource (363 pages) :
_billustrations (some color)
336 _2rdacontent
_atext
337 _2rdamedia
_acomputer
338 _2rdacarrier
_aonline resource
504 _aIncludes bibliographical references and index
505 0 _aPart I. Big data and AI technologies for digital finance
505 0 _aA reference architecture model for big data systems in the finance sector
505 0 _aSimplifying and accelerating data pipelines in digital finance and insurance applications
505 0 _aArchitectural patterns for data pipelines in digital finance and insurance applications
505 0 _aSemantic interoperability framework for digital finance applications
505 0 _aPart II. Blockchain technologies and digital currencies for digital finance
505 0 _aTowards optimal technological solutions for central bank digital currencies
505 0 _aHistoric overview and future outlook of blockchain interoperability
505 0 _aEfficient and accelerated KYC using blockchain technologies
505 0 _aLeveraging management of customers' consent exploiting the benefits of blockchain technology towards secure data sharing
505 0 _aPart III. Applications of big data and AI in digital finance
505 0 _aAddressing risk assessment in real-time for forex trading
505 0 _aNext-generation personalized investment recommendations
505 0 _aPersonalized portfolio optimization using genetic (AI) algorithms
505 0 _aPersonalized finance management for SMEs
505 0 _aScreening tool for anti-money laundering supervision
505 0 _aAnalyzing large-scale blockchain transaction graphs for fraudulent activities
505 0 _aCybersecurity and fraud detection in financial transactions
505 0 _aPart IV. Applications of big data and AI insurance
505 0 _aRisk assessment for personalized health insurance products
505 0 _aUsage-based automotive insurance
505 0 _aAlternative data for configurable and personalized commercial insurance products
505 0 _aPart V. Technologies for regulatory compliance in the finance sector
505 0 _aLarge scale data anonymisation fir GDPR compliance
505 0 _aOverview of applicable regulations in digital finance and supporting technologies
650 _aArtificial intelligence
_xFinancial applications
650 _aBig data
650 _aBlockchains (Databases)
700 1 _96330
_aSoldatos, John
_eeditor
700 1 _96331
_aKyriazis, Dimosthenis P.
_eeditor
856 _alibrary.oapen.org
_uhttps://library.oapen.org/viewer/web/viewer.html?file=/bitstream/handle/20.500.12657/54429/978-3-030-94590-9.pdf?sequence=1&isAllowed=y
942 _2ddc
_cEBOOK