LEADER 05534nam 22008055 450 001 996490356503316 005 20231214145441.0 010 $a3-030-98636-5 024 7 $a10.1007/978-3-030-98636-0 035 $a(CKB)5580000000382634 035 $a(DE-He213)978-3-030-98636-0 035 $a(MiAaPQ)EBC7083155 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/92450 035 $a(PPN)264959337 035 $a(Au-PeEL)EBL7083155 035 $a(OCoLC)1344377046 035 $a(EXLCZ)995580000000382634 100 $a20240605d2022 uy 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Spaces $eDesign, Deployment and Future Directions /$fedited by Edward Curry, Simon Scerri, Tuomo Tuikka 205 $a1st ed. 2022. 210 $aCham$cSpringer Nature$d2022 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (XX, 357 p. 77 illus., 59 illus. in color.) 311 $a3-030-98635-7 327 $aData Spaces: Design, Deployment, and Future Directions -- Part I: Design -- An Organizational Maturity Model for Data Spaces: A Data Sharing Wheel Approach -- Data Platforms for Data Spaces -- Technological Perspective of Data Governance in Data Space Ecosystems -- Increasing Trust for Data Spaces with Federated Learning -- KRAKEN: A Secure, Trusted, Regulatory-Compliant, and Privacy-Preserving Data Sharing Platform -- Connecting Data Spaces and Data Marketplaces and the Progress Toward the European Single Digital Market with Open-Source Software -- AI-Based Hybrid Data Platforms -- Part II: Deployment -- A Digital Twin Platform for Industrie 4.0 -- A Framework for Big Data Sovereignty: The European Industrial Data Space (EIDS) -- Deploying a Scalable Big Data Platform to Enable a Food Safety Data Space -- Data Space Best Practices for Data Interoperability in FinTechs -- TIKD: A Trusted Integrated Knowledge Dataspace for Sensitive Data Sharing and Collaboration -- Toward an Energy Data Platform Design: Challenges and Perspectives from the SYNERGY Big Data Platform and AI Analytics Marketplace -- Part III: Future Directions -- Privacy-Preserving Techniques for Trustworthy Data Sharing: Opportunities and Challenges for Future Research -- Common European Data Spaces: Challenges and Opportunities. 330 $aThis open access book aims to educate data space designers to understand what is required to create a successful data space. It explores cutting-edge theory, technologies, methodologies, and best practices for data spaces for both industrial and personal data and provides the reader with a basis for understanding the design, deployment, and future directions of data spaces. The book captures the early lessons and experience in creating data spaces. It arranges these contributions into three parts covering design, deployment, and future directions respectively. The first part explores the design space of data spaces. The single chapters detail the organisational design for data spaces, data platforms, data governance federated learning, personal data sharing, data marketplaces, and hybrid artificial intelligence for data spaces. The second part describes the use of data spaces within real-world deployments. Its chapters are co-authored with industry experts and include case studies of data spaces in sectors including industry 4.0, food safety, FinTech, health care, and energy. The third and final part details future directions for data spaces, including challenges and opportunities for common European data spaces and privacy-preserving techniques for trustworthy data sharing. The book is of interest to two primary audiences: first, researchers interested in data management and data sharing, and second, practitioners and industry experts engaged in data-driven systems where the sharing and exchange of data within an ecosystem are critical. 606 $aDatabase management 606 $aQuantitative research 606 $aApplication software 606 $aComputer systems 606 $aData protection 606 $aDatabase Management 606 $aData Analysis and Big Data 606 $aComputer and Information Systems Applications 606 $aComputer System Implementation 606 $aData and Information Security 610 $aData Platforms 610 $aData Spaces 610 $aData Sharing 610 $aData Lifecycle 610 $aPlatform Architectures 610 $aData Life Cycle 610 $aRegulatory Compliance 615 0$aDatabase management. 615 0$aQuantitative research. 615 0$aApplication software. 615 0$aComputer systems. 615 0$aData protection. 615 14$aDatabase Management. 615 24$aData Analysis and Big Data. 615 24$aComputer and Information Systems Applications. 615 24$aComputer System Implementation. 615 24$aData and Information Security. 676 $a005.74 700 $aCurry$b Edward$4edt$0904514 702 $aCurry$b Edward$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aScerri$b Simon$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTuikka$b Tuomo$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996490356503316 996 $aData Spaces$93011360 997 $aUNISA