000 | 03924nam a22005775i 4500 | ||
---|---|---|---|
001 | 978-3-662-62199-8 | ||
003 | DE-He213 | ||
005 | 20240423130057.0 | ||
007 | cr nn 008mamaa | ||
008 | 200812s2020 gw | s |||| 0|eng d | ||
020 |
_a9783662621998 _9978-3-662-62199-8 |
||
024 | 7 |
_a10.1007/978-3-662-62199-8 _2doi |
|
050 | 4 | _aQA76.9.D3 | |
072 | 7 |
_aUN _2bicssc |
|
072 | 7 |
_aCOM021000 _2bisacsh |
|
072 | 7 |
_aUN _2thema |
|
082 | 0 | 4 |
_a005.74 _223 |
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 _bPDF _2rda |
||
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. | |
650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aApplication software. | |
650 | 0 | _aInformation storage and retrieval systems. | |
650 | 1 | 4 | _aDatabase Management. |
650 | 2 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aComputer and Information Systems Applications. |
650 | 2 | 4 | _aInformation Storage and Retrieval. |
700 | 1 |
_aHameurlain, Abdelkader. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aTjoa, A Min. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
710 | 2 | _aSpringerLink (Online service) | |
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 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-662-62199-8 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
912 | _aZDB-2-LNC | ||
942 | _cSPRINGER | ||
999 |
_c184785 _d184785 |