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Real-time Linked Dataspaces

Enabling Data Ecosystems for Intelligent Systems

Authors: Curry, Edward

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  • Open Access​
  • Establishes the theoretical foundations and principles of real-time linked dataspaces as a data platform for intelligent systems
  • Introduces specialized best-effort techniques and models to enable incremental semantic integration for managing and processing data streams
  • Explores the use of real-time linked dataspaces within real-world smart environments
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  • ISBN 978-3-030-29665-0
  • This book is an open access book, you can download it for free on link.springer.com
Hardcover $59.99
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  • ISBN 978-3-030-29664-3
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About this book

This open access book explores the dataspace paradigm as a best-effort approach to data management within data ecosystems. It establishes the theoretical foundations and principles of real-time linked dataspaces as a data platform for intelligent systems. The book introduces a set of specialized best-effort techniques and models to enable loose administrative proximity and semantic integration for managing and processing events and streams.

The book is divided into five major parts: Part I “Fundamentals and Concepts” details the motivation behind and core concepts of real-time linked dataspaces, and establishes the need to evolve data management techniques in order to meet the challenges of enabling data ecosystems for intelligent systems within smart environments. Further, it explains the fundamental concepts of dataspaces and the need for specialization in the processing of dynamic real-time data. Part II “Data Support Services” explores the design and evaluation of critical services, including catalog, entity management, query and search, data service discovery, and human-in-the-loop. In turn, Part III “Stream and Event Processing Services” addresses the design and evaluation of the specialized techniques created for real-time support services including complex event processing, event service composition, stream dissemination, stream matching, and approximate semantic matching. Part IV “Intelligent Systems and Applications” explores the use of real-time linked dataspaces within real-world smart environments. In closing, Part V “Future Directions” outlines future research challenges for dataspaces, data ecosystems, and intelligent systems.

Readers will gain a detailed understanding of how the dataspace paradigm is now being used to enable data ecosystems for intelligent systems within smart environments. The book covers the fundamental theory, the creation of new techniques needed for support services, and lessons learned from real-world intelligent systems and applications focused on sustainability. Accordingly, it will benefit not only researchers and graduate students in the fields of data management, big data, and IoT, but also professionals who need to create advanced data management platforms for intelligent systems, smart environments, and data ecosystems.


About the authors

Edward Curry is a research leader at the Insight Centre for Data Analytics at the National University of Ireland Galway. His research interests are predominantly in open distributed systems, particularly in the areas of incremental data management (e.g. dataspaces), approximation and unstructured events types, with a special interest in applications for smart environments and data ecosystems. Edward has published over 160 scientific articles in journals, books, and international conferences.

Table of contents (18 chapters)

Table of contents (18 chapters)
  • Real-time Linked Dataspaces: A Data Platform for Intelligent Systems Within Internet of Things-Based Smart Environments

    Pages 3-14

    Curry, Edward

  • Enabling Knowledge Flows in an Intelligent Systems Data Ecosystem

    Pages 15-43

    Curry, Edward (et al.)

  • Dataspaces: Fundamentals, Principles, and Techniques

    Pages 45-62

    Curry, Edward

  • Fundamentals of Real-time Linked Dataspaces

    Pages 63-80

    Curry, Edward

  • Data Support Services for Real-time Linked Dataspaces

    Pages 83-87

    Curry, Edward

Buy this book

eBook  
  • ISBN 978-3-030-29665-0
  • This book is an open access book, you can download it for free on link.springer.com
Hardcover $59.99
price for USA in USD
  • ISBN 978-3-030-29664-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Real-time Linked Dataspaces
Book Subtitle
Enabling Data Ecosystems for Intelligent Systems
Authors
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s)
eBook ISBN
978-3-030-29665-0
DOI
10.1007/978-3-030-29665-0
Hardcover ISBN
978-3-030-29664-3
Edition Number
1
Number of Pages
XXIII, 325
Number of Illustrations
81 b/w illustrations, 30 illustrations in colour
Topics