國立高雄大學圖資館 |

Language: English

Back

Transactions on large-scale data- and knowledge-centered systems LIVspecial issue on data management - principles, technologies, and applications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Transactions on large-scale data- and knowledge-centered systems LIVedited by Abdelkader Hameurlain ... [et al.].
Reminder of title:	special issue on data management - principles, technologies, and applications /
other author:	Hameurlain, Abdelkader.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg :2023.
Description:	ix, 133 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Database management.
Online resource:	https://doi.org/10.1007/978-3-662-68014-8
ISBN:	9783662680148$q(electronic bk.)

Transactions on large-scale data- and knowledge-centered systems LIVspecial issue on data management - principles, technologies, and applications /
Transactions on large-scale data- and knowledge-centered systems LIVspecial issue on data management - principles, technologies, and applications /[electronic resource] :edited by Abdelkader Hameurlain ... [et al.]. - Berlin, Heidelberg :Springer Berlin Heidelberg :2023. - ix, 133 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,141600302-9743 ;. - Lecture notes in computer science ;4891..

Clock-G: Temporal graph management system -- TSPredIT: Integrated tuning of data preprocessing and time series prediction models -- A guide to the Tucker tensor decomposition for data mining: exploratory analysis, clustering and classification -- Challenges for Healthcare Data Analytics over Knowledge Graphs -- From Database Repairs to Causality in Databases and Beyond.

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. This 54th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains three fully revised and extended papers and two additional extended keynotes selected from the 38th conference on Data Management - Principles, Technologies and Applications, BDA 2022. The topics cover a wide range of timely data management research topics on Temporal Graph Management, Tensor-based Data Mining, Time-Series Prediction, Healthcare Analytics over Knowledge Graphs, and Explanation of Database Query Answers.

ISBN: 9783662680148$q(electronic bk.)

Standard No.: 10.1007/978-3-662-68014-8doiSubjects--Topical Terms:

182428
Database management.

LC Class. No.: QA76.9.D3

Dewey Class. No.: 005.74

Transactions on large-scale data- and knowledge-centered systems LIVspecial issue on data management - principles, technologies, and applications /
LDR:02755nmm a2200349 a 4500 001 651197
003 DE-He213
005 20230921200824.0
006 m d
007 cr nn 008maaau
008 240327s2023 gw s 0 eng d
020 $a 9783662680148$q(electronic bk.)
020 $a 9783662680131$q(paper)
024 7 $a 10.1007/978-3-662-68014-8 $2 doi
035 $a 978-3-662-68014-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.D3
072 7 $a UB $2 bicssc
072 7 $a COM018000 $2 bisacsh
072 7 $a UX $2 thema
082 0 4 $a 005.74 $2 23
090 $a QA76.9.D3 $b T772 2023
245 0 0 $a Transactions on large-scale data- and knowledge-centered systems LIV $h [electronic resource] : $b special issue on data management - principles, technologies, and applications / $c edited by Abdelkader Hameurlain ... [et al.].
260 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer, $c 2023.
300 $a ix, 133 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 14160
490 1 $a Transactions on large-scale data- and knowledge-centered systems
505 0 $a Clock-G: Temporal graph management system -- TSPredIT: Integrated tuning of data preprocessing and time series prediction models -- A guide to the Tucker tensor decomposition for data mining: exploratory analysis, clustering and classification -- Challenges for Healthcare Data Analytics over Knowledge Graphs -- From Database Repairs to Causality in Databases and Beyond.
520 $a 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. This 54th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains three fully revised and extended papers and two additional extended keynotes selected from the 38th conference on Data Management - Principles, Technologies and Applications, BDA 2022. The topics cover a wide range of timely data management research topics on Temporal Graph Management, Tensor-based Data Mining, Time-Series Prediction, Healthcare Analytics over Knowledge Graphs, and Explanation of Database Query Answers.
650 0 $a Database management. $3 182428
650 0 $a Transaction systems (Computer systems) $3 201591
650 0 $a Large scale systems. $3 247726
650 1 4 $a Computer and Information Systems Applications. $3 913125
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Information Storage and Retrieval. $3 274190
700 1 $a Hameurlain, Abdelkader. $3 286401
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
830 0 $a Transactions on large-scale data- and knowledge-centered systems. $3 826393
856 4 0 $u https://doi.org/10.1007/978-3-662-68014-8
950 $a Computer Science (SpringerNature-11645)