LEADER 04568nam 22007935 450 001 996466435603316 005 20200630172346.0 010 $a3-030-28061-6 024 7 $a10.1007/978-3-030-28061-1 035 $a(CKB)4100000008878203 035 $a(DE-He213)978-3-030-28061-1 035 $a(MiAaPQ)EBC5924499 035 $a(PPN)248601377 035 $a(EXLCZ)994100000008878203 100 $a20190806d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Scientific Data Management$b[electronic resource] $eFirst International Conference, BigSDM 2018, Beijing, China, November 30 ? December 1, 2018, Revised Selected Papers /$fedited by Jianhui Li, Xiaofeng Meng, Ying Zhang, Wenjuan Cui, Zhihui Du 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (XIII, 332 p. 172 illus., 113 illus. in color.) 225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v11473 300 $aIncludes index. 311 $a3-030-28060-8 327 $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. 330 $aThis book constitutes the refereed proceedings of the First International Conference on Big Scientific Data Management, BigSDM 2018, held in Beijing, Greece, in November/December 2018. The 24 full papers presented together with 7 short papers were carefully reviewed and selected from 86 submissions. The topics involved application cases in the big scientific data management, paradigms for enhancing scientific discovery through big data, data management challenges posed by big scientific data, machine learning methods to facilitate scientific discovery, science platforms and storage systems for large scale scientific applications, data cleansing and quality assurance of science data, and data policies. 410 0$aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v11473 606 $aBig data 606 $aComputers 606 $aComputer organization 606 $aArtificial intelligence 606 $aManagement information systems 606 $aComputer science 606 $aComputer security 606 $aBig Data$3https://scigraph.springernature.com/ontologies/product-market-codes/I29120 606 $aInformation Systems and Communication Service$3https://scigraph.springernature.com/ontologies/product-market-codes/I18008 606 $aComputer Systems Organization and Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13006 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aManagement of Computing and Information Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I24067 606 $aSystems and Data Security$3https://scigraph.springernature.com/ontologies/product-market-codes/I28060 615 0$aBig data. 615 0$aComputers. 615 0$aComputer organization. 615 0$aArtificial intelligence. 615 0$aManagement information systems. 615 0$aComputer science. 615 0$aComputer security. 615 14$aBig Data. 615 24$aInformation Systems and Communication Service. 615 24$aComputer Systems Organization and Communication Networks. 615 24$aArtificial Intelligence. 615 24$aManagement of Computing and Information Systems. 615 24$aSystems and Data Security. 676 $a502.85 702 $aLi$b Jianhui$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMeng$b Xiaofeng$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aZhang$b Ying$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCui$b Wenjuan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDu$b Zhihui$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996466435603316 996 $aBig Scientific Data Management$92519897 997 $aUNISA