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020 _a9783030280611
_9978-3-030-28061-1
024 7 _a10.1007/978-3-030-28061-1
_2doi
050 4 _aQA76.9.B45
072 7 _aUN
_2bicssc
072 7 _aCOM021000
_2bisacsh
072 7 _aUN
_2thema
082 0 4 _a005.7
_223
245 1 0 _aBig Scientific Data Management
_h[electronic resource] :
_bFirst International Conference, BigSDM 2018, Beijing, China, November 30 - December 1, 2018, Revised Selected Papers /
_cedited by Jianhui Li, Xiaofeng Meng, Ying Zhang, Wenjuan Cui, Zhihui Du.
250 _a1st ed. 2019.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2019.
300 _aXIII, 332 p. 172 illus., 113 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 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v11473
505 0 _aApplication cases in the big scientific data management -- Paradigms for enhancing scientific discovery through big data -- Data management challenges posed by big scientific data -- Machine learning methods to facilitate scientific discovery -- Science platforms and storage systems for large scale scientific applications -- Data cleansing and quality assurance of science data -- Data policies.
520 _aThis book constitutes the refereed proceedings of the First International Conference on Big Scientific Data Management, BigSDM 2018, held in Beijing, Greece, in November/December 2018. The 24 full papers presented together with 7 short papers were carefully reviewed and selected from 86 submissions. The topics involved application cases in the big scientific data management, paradigms for enhancing scientific discovery through big data, data management challenges posed by big scientific data, machine learning methods to facilitate scientific discovery, science platforms and storage systems for large scale scientific applications, data cleansing and quality assurance of science data, and data policies.
650 0 _aBig data.
_94174
650 0 _aComputer networks .
_931572
650 0 _aComputer engineering.
_910164
650 0 _aArtificial intelligence.
_93407
650 0 _aElectronic data processing
_xManagement.
_984704
650 0 _aData protection.
_97245
650 1 4 _aBig Data.
_94174
650 2 4 _aComputer Communication Networks.
_984706
650 2 4 _aComputer Engineering and Networks.
_984708
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aIT Operations.
_931703
650 2 4 _aData and Information Security.
_931990
700 1 _aLi, Jianhui.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_984712
700 1 _aMeng, Xiaofeng.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_984713
700 1 _aZhang, Ying.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_984714
700 1 _aCui, Wenjuan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_984715
700 1 _aDu, Zhihui.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_984716
710 2 _aSpringerLink (Online service)
_984718
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030280604
776 0 8 _iPrinted edition:
_z9783030280628
830 0 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v11473
_984719
856 4 0 _uhttps://doi.org/10.1007/978-3-030-28061-1
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
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