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

  • Kartonierter Einband
  • 236 Seiten
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The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery,... Weiterlesen
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Beschreibung

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.

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



Inhalt

Interoperable Data Extraction and Analytics Queries over Blockchains.- Exploiting Twitter for Informativeness Classification in Disaster Situations.- COTILES: Leveraging Content and Structure for Evolutionary Community Detection.- A Weighted Feature-Based Image Quality Assessment Framework in Real-Time.- Sharing Knowledge in Digital Ecosystems Using Semantic Multimedia Big Data.- Facilitating and Managing Machine Learning and Data Analysis Tasks in Big Data Environments Using Web and Microservice Technologies.- Stable Marriage Matching for Homogenizing Load Distribution in a Cloud Data Center.- A Sentiment Analysis Software Framework for the Support of Business Information Architecture in the Tourist Sector

Produktinformationen

Titel: Transactions on Large-Scale Data- and Knowledge-Centered Systems XLV
Untertitel: Special Issue on Data Management and Knowledge Extraction in Digital Ecosystems
Editor:
EAN: 9783662623077
ISBN: 3662623072
Format: Kartonierter Einband
Herausgeber: Springer Berlin Heidelberg
Anzahl Seiten: 236
Gewicht: 365g
Größe: H235mm x B155mm x T12mm
Jahr: 2020
Untertitel: Englisch
Auflage: 1st ed. 2020

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