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Transactions on Large-Scale Data- and Knowledge-Centered Systems LV

Abdelkader Hameurlain, A Min Tjoa (Herausgeber)

Buch | Softcover

IX, 127 Seiten

2023 | 1st ed. 2023
Springer Berlin (Verlag)
978-3-662-68099-5 (ISBN)

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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 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 55th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains five fully revised regular papers covering a wide range of very hot topics in the fields of data driven science life science, workflows, weak signals, online social networks, root cause analysis, detected anomalies, analysis of interplanetary file systems, concept weighting in knowledge graphs,and neural networks.

Life Science Workflow Services (LifeSWS): motivations and architecture.- The Power of Weak Signals: A Twitter Analysis on Game of Thrones' Final Season.- Engineering Runtime Root Cause Analysis of Detected Anomalies.- Characterisation of the IPFS public network from DHT requests.- Customized Concept Weighting: A Neural Network Approach.

Erscheinungsdatum	03.10.2023
Reihe/Serie	Lecture Notes in Computer Science
Reihe/Serie	Transactions on Large-Scale Data- and Knowledge-Centered Systems
Zusatzinfo	IX, 127 p. 49 illus., 39 illus. in color.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	225 g
Themenwelt	Mathematik / Informatik ► Informatik
Schlagworte	Artificial Intelligence • Cloud Computing • Communication Systems • Computational Linguistics • Computer Networks • Databases • Data communication systems • Data Mining • 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
ISBN-10	3-662-68099-8 / 3662680998
ISBN-13	978-3-662-68099-5 / 9783662680995
Zustand	Neuware