Actions for Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXIX [electronic resource] : Special Issue on Database- and Expert-Systems Applications

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Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXIX [electronic resource] : Special Issue on Database- and Expert-Systems Applications / edited by Abdelkader Hameurlain, Roland Wagner, Djamal Benslimane, Ernesto Damiani, William I. Grosky

Published
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2018.
Edition
1st ed. 2018.
Physical Description
IX, 227 p. 86 illus., 71 illus. in color. online resource
Additional Creators
Hameurlain, Abdelkader, Wagner, Roland, Benslimane, Djamal, Damiani, Ernesto, Grosky, William I., and SpringerLink (Online service)
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Contents
Querying Interlinked Data by Bridging RDF Molecule Templates -- A Package-to-Group Recommendation Framework -- Statistical Relation Cardinality Bounds in Knowledge Bases -- ETL Environment in the Era of Variety -- eVM: An Event Virtual Machine Framework -- Interactive Exploration of Subspace Clusters on Multicore Processors -- MapFIM+: Memory Aware Parallelized Frequent Itemset Mining in Very Large Datasets.
Summary
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 39th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of seven papers selected from the 37 contributions presented at the 28th International Conference on Database and Expert Systems Applications, DEXA 2017, held in Lyon, France, in August 2017. Topics covered include knowledge bases, clustering algorithms, parallel frequent itemset mining, model-driven engineering, virtual machines, recommendation systems, and federated SPARQL query processing.
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ISBN
9783662584156
9783662584149 (print)
9783662584163 (print)
Digital File Characteristics
text file PDF
Part Of
Springer eBooks
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