Overview
- Covers data management from edge to cloud
- Focusses on topic discovery in large corpora and spatio-temporal query processing
- Touches on topics such as adaptive learning and personal data management systems
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14790)
Part of the book sub series: Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS)
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About this book
The LNCS journal Transactions on Large-scale Data and Knowledge-centered Systemsfocuses 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 maindriving force behind application development in all domains. An increase in the demand forresource sharing across different sites connected through networks has led to an evolution ofdata- and knowledge-management systems from centralized systems to decentralized systemsenabling large-scale distributed applications providing high scalability.
This, the 56th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems,contains five fully revised and extended papers selected from the 39th conference on DataManagement - Principles, Technologies and Applications, BDA 2023. The topics cover awide range of timely data management research topics on adaptive learning, personal datamanagement systems, topic discovery in large corpora, spatio-temporal query processing, anddata generation.
Keywords
- artificial intelligence
- cloud computing
- communication systems
- computational linguistics
- computer networks
- computer systems
- data communication systems
- data mining
- databases
- distributed computer systems
- fuzzy sets
- information retrieval
- machine learning
- Natural Language Processing (NLP)
- network protocols
- parallel processing systems
- semantics
- signal processing
- telecommunication networks
- telecommunication systems
Table of contents (5 chapters)
Editors and Affiliations
Bibliographic Information
Book Title: Transactions on Large-Scale Data- and Knowledge-Centered Systems LVI
Book Subtitle: Special Issue on Data Management - Principles, Technologies, and Applications
Editors: Abdelkader Hameurlain, A Min Tjoa, Reza Akbarinia, Angela Bonifati
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-662-69603-3
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer-Verlag GmbH, DE, part of Springer Nature 2024
Softcover ISBN: 978-3-662-69602-6Published: 21 July 2024
eBook ISBN: 978-3-662-69603-3Published: 20 July 2024
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: IX, 153
Number of Illustrations: 7 b/w illustrations, 57 illustrations in colour
Topics: Computer Applications, Data Mining and Knowledge Discovery, Information Storage and Retrieval