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020 _a9783662696033
_9978-3-662-69603-3
024 7 _a10.1007/978-3-662-69603-3
_2doi
050 4 _aQA76.76.A65
072 7 _aUB
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245 1 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems LVI
_h[electronic resource] :
_bSpecial Issue on Data Management - Principles, Technologies, and Applications /
_cedited by Abdelkader Hameurlain, A Min Tjoa, Reza Akbarinia, Angela Bonifati.
250 _a1st ed. 2024.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2024.
300 _aIX, 153 p. 64 illus., 57 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v14790
505 0 _aMulti-Objective Test Recommendation for Adaptive Learning -- Handling Dropouts in Federating Learning with Personal Data Management Systems -- ANTM: Aligned Neural Topic Models for Exploring Evolving Topics -- A Data-Driven Model Selection Approach to Spatio-Temporal Prediction -- Optimistic Data Generation for JSON Schema.
520 _aThe LNCS journal Transactions on Large-scale Data and Knowledge-centered Systemsfocuses 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 maindriving force behind application development in all domains. An increase in the demand forresource sharing across different sites connected through networks has led to an evolution ofdata- and knowledge-management systems from centralized systems to decentralized systemsenabling large-scale distributed applications providing high scalability. This, the 56th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems,contains five fully revised and extended papers selected from the 39th conference on DataManagement - Principles, Technologies and Applications, BDA 2023. The topics cover awide range of timely data management research topics on adaptive learning, personal datamanagement systems, topic discovery in large corpora, spatio-temporal query processing, anddata generation.
650 0 _aApplication software.
650 0 _aData mining.
_96941
650 0 _aInformation storage and retrieval systems.
_965568
650 1 4 _aComputer and Information Systems Applications.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aInformation Storage and Retrieval.
_965570
700 1 _aHameurlain, Abdelkader.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_983748
700 1 _aTjoa, A Min.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_982377
700 1 _aAkbarinia, Reza.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_983749
700 1 _aBonifati, Angela.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_983750
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783662696026
776 0 8 _iPrinted edition:
_z9783662696040
830 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v14790
_983751
856 4 0 _uhttps://doi.org/10.1007/978-3-662-69603-3
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