TY  - BOOK
AU  - Soldatos,John
AU  - Kyriazis,Dimosthenis P.
TI  - Big data and artificial intelligence in digital finance: : increasing personalization and trust in digital finance using big data and AI
SN  - 9783030945909
PY  - 2022///]
CY  - Cham, Switzerland
PB  - Springer
KW  - Artificial intelligence
KW  - Financial applications
KW  - Big data
KW  - Blockchains (Databases)
N1  - Includes bibliographical references and index; Part I. Big data and AI technologies for digital finance; A reference architecture model for big data systems in the finance sector; Simplifying and accelerating data pipelines in digital finance and insurance applications; Architectural patterns for data pipelines in digital finance and insurance applications; Semantic interoperability framework for digital finance applications; Part II. Blockchain technologies and digital currencies for digital finance; Towards optimal technological solutions for central bank digital currencies; Historic overview and future outlook of blockchain interoperability; Efficient and accelerated KYC using blockchain technologies; Leveraging management of customers' consent exploiting the benefits of blockchain technology towards secure data sharing; Part III. Applications of big data and AI in digital finance; Addressing risk assessment in real-time for forex trading; Next-generation personalized investment recommendations; Personalized portfolio optimization using genetic (AI) algorithms; Personalized finance management for SMEs; Screening tool for anti-money laundering supervision; Analyzing large-scale blockchain transaction graphs for fraudulent activities; Cybersecurity and fraud detection in financial transactions; Part IV. Applications of big data and AI insurance; Risk assessment for personalized health insurance products; Usage-based automotive insurance; Alternative data for configurable and personalized commercial insurance products; Part V. Technologies for regulatory compliance in the finance sector; Large scale data anonymisation fir GDPR compliance; Overview of applicable regulations in digital finance and supporting technologies
UR  - https://library.oapen.org/viewer/web/viewer.html?file=/bitstream/handle/20.500.12657/54429/978-3-030-94590-9.pdf?sequence=1&isAllowed=y
ER  -