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020 _a9783662621998
_9978-3-662-62199-8
024 7 _a10.1007/978-3-662-62199-8
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245 1 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems XLIII
_h[electronic resource] /
_cedited by Abdelkader Hameurlain, A Min Tjoa.
250 _a1st ed. 2020.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2020.
300 _aVII, 139 p. 97 illus., 39 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v12130
505 0 _aRole-Based Access Classification: Evaluating the Performance of Machine Learning Algorithms -- Top-k Queries over Distributed Uncertain Categorical Data -- On Knowledge Transfer from Cost-Based Optimization of Data-Centric Workflows to Business Process Redesign -- A New Knowledge Capitalization Framework in the Big Data Context through Shared Parameters Experiences -- DiNer - On Building Multilingual Disease-News Profiler.
520 _aThe 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 43rd issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains five revised selected regular papers. Topics covered include classification tasks, machine learning algorithms, top-k queries, business process redesign and a knowledge capitalization framework.
650 0 _aDatabase management.
_93157
650 0 _aArtificial intelligence.
_93407
650 0 _aApplication software.
_9163933
650 0 _aInformation storage and retrieval systems.
_922213
650 1 4 _aDatabase Management.
_93157
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer and Information Systems Applications.
_9163934
650 2 4 _aInformation Storage and Retrieval.
_923927
700 1 _aHameurlain, Abdelkader.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9163935
700 1 _aTjoa, A Min.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9163936
710 2 _aSpringerLink (Online service)
_9163937
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783662621981
776 0 8 _iPrinted edition:
_z9783662622001
830 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v12130
_9163938
856 4 0 _uhttps://doi.org/10.1007/978-3-662-62199-8
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