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

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 developme...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Hameurlain, Abdelkader (Editor ), Küng, Josef (Editor ), Wagner, Roland (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Transactions on Large-Scale Data- and Knowledge-Centered Systems, 9430
Temas:
Information storage and retrieval systems.
Database management.
Artificial intelligence.
Application software.
Data mining.
Machine theory.
Information Storage and Retrieval.
Database Management.
Artificial Intelligence.
Computer and Information Systems Applications.
Data Mining and Knowledge Discovery.
Formal Languages and Automata Theory.
Acceso en línea:Texto Completo
Descripción
Sumario: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. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments. This, the 22nd issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains six revised selected regular papers. Topics covered include algorithms for large-scale private analysis, modelling of entities from social and digital worlds and their relations, querying virtual security views of XML data, recommendation approaches using diversity-based clustering scores, hypothesis discovery, and data aggregation techniques in sensor netwo rk environments.
Descripción Física:VII, 185 p. 56 illus. in color. online resource.
ISBN:9783662485675
ISSN:2510-4942 ;

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