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

Format:

Book

Contributor:

Hameurlain, Abdelkader, editor.

Wagner, Roland, editor.

Benslimane, Djamal, editor.

Damiani, Ernesto, editor.

Grosky, William I., editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Transactions on Large-Scale Data- and Knowledge-Centered Systems, 1869-1994 ; 11310.

Transactions on Large-Scale Data- and Knowledge-Centered Systems, 1869-1994 ; 11310

Language:

English

Subjects (All):

Database management.

Data mining.

Information storage and retrieval.

Microprocessors.

Operating systems (Computers).

Logic design.

Database Management.

Data Mining and Knowledge Discovery.

Information Storage and Retrieval.

Processor Architectures.

Operating Systems.

Logic Design.

Local Subjects:

Database Management.

Data Mining and Knowledge Discovery.

Information Storage and Retrieval.

Processor Architectures.

Operating Systems.

Logic Design.

Physical Description:

1 online resource (IX, 227 pages) : 86 illustrations, 71 illustrations in color.

Edition:

First edition 2018.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2018.

System Details:

text file PDF

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.

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.

Other Format:

Printed edition:

ISBN:

978-3-662-58415-6

9783662584156

Access Restriction:

Restricted for use by site license.