Big data and artificial intelligence in digital finance  : increasing personalization and trust in digital finance using big data and AI 
/ John Soldatos, Dimosthenis Kyriazis, editors 
 - 1 online resource (363 pages) :  illustrations (some color) 
<br/><br/>Includes bibliographical references and index 
<br/><br/>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 
<br/><br/><label>ISBN: </label>9783030945909 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Artificial intelligence--Financial applications<br/>Big data<br/>Blockchains (Databases)