Overview
- Outlines the current status and future perspectives of data management within digital ecosystems
- Applications range from informativeness classification in disaster situations to business information architecture in the tourism sector
- Covers machine learning, data analysis, blockchains and big data
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12390)
Part of the book sub series: Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS)
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Table of contents (8 chapters)
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Front Matter
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Back Matter
Keywords
- artificial intelligence
- big data
- computer hardware
- computer networks
- computer security
- computer systems
- computer vision
- data mining
- databases
- distributed computer systems
- information management
- information technology
- internet
- machine learning
- network protocols
- social networks
- telecommunication networks
- telecommunication systems
- World Wide Web
About this book
The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability.
This, the 45th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised selected regular papers. Topics covered include data analysis, information extraction, blockchains, and big data.
Editors and Affiliations
Bibliographic Information
Book Title: Transactions on Large-Scale Data- and Knowledge-Centered Systems XLV
Book Subtitle: Special Issue on Data Management and Knowledge Extraction in Digital Ecosystems
Editors: Abdelkader Hameurlain, A Min Tjoa, Richard Chbeir, Yannis Manolopoulos, Hiroshi Ishikawa, Sergio Ilarri, Apostolos Papadopoulos
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-662-62308-4
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag GmbH Germany, part of Springer Nature 2020
Softcover ISBN: 978-3-662-62307-7Published: 20 September 2020
eBook ISBN: 978-3-662-62308-4Published: 19 September 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIII, 221
Number of Illustrations: 37 b/w illustrations, 85 illustrations in colour
Topics: Database Management, Computer Applications, Machine Learning, Computer Communication Networks, Information Systems Applications (incl. Internet)