000 03907nam a22005535i 4500
001 978-3-662-66863-4
003 DE-He213
005 20240730165842.0
007 cr nn 008mamaa
008 230208s2023 gw | s |||| 0|eng d
020 _a9783662668634
_9978-3-662-66863-4
024 7 _a10.1007/978-3-662-66863-4
_2doi
050 4 _aQA76.76.A65
072 7 _aUB
_2bicssc
072 7 _aCOM005000
_2bisacsh
072 7 _aUX
_2thema
082 0 4 _a005.3
_223
245 1 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems LIII
_h[electronic resource] /
_cedited by Abdelkader Hameurlain, A Min Tjoa.
250 _a1st ed. 2023.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2023.
300 _aIX, 167 p. 39 illus., 27 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 ;
_v13840
505 0 _aModelarDB: Integrated Model-Based Management of Time Series from Edge to Cloud -- Variable-Size Segmentation for Time Series Representation -- Semantic Similarity in a Taxonomy by Evaluating the Relatedness of Concept Senses with the Linked Data Semantic Distance -- Constituency-informed and Constituency-constrained Extractive Question Answering with Heterogeneous Graph Transformer -- FAPFID: A Fairness-aware Approach for Protected Features and Imbalanced Data -- D-Thespis: A Distributed Actor-Based Causally Consistent DBMS.
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 (e.g. computing resources, services, metadata, data sources) 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. This, the 53rd issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains six fully revised selected regular papers. Topics covered include time series management from edge to cloud, segmentation for time series representation, similarity research, semantic similarity in a taxonomy, linked data semantic distance, linguistics-informed natural language processing, graph neural networks, protected features, imbalanced data, causal consistency in distributed databases, actor models, and elastic horizontal scalability.
650 0 _aApplication software.
_990875
650 0 _aArtificial intelligence.
_93407
650 0 _aDatabase management.
_93157
650 1 4 _aComputer and Information Systems Applications.
_990876
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aDatabase Management.
_93157
700 1 _aHameurlain, Abdelkader.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_990877
700 1 _aTjoa, A Min.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_990878
710 2 _aSpringerLink (Online service)
_990879
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783662668627
776 0 8 _iPrinted edition:
_z9783662668641
830 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v13840
_990880
856 4 0 _uhttps://doi.org/10.1007/978-3-662-66863-4
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c86577
_d86577