04565nam 22008055 450 991034930810332120200630172346.03-030-28061-610.1007/978-3-030-28061-1(CKB)4100000008878203(DE-He213)978-3-030-28061-1(MiAaPQ)EBC5924499(PPN)248601377(EXLCZ)99410000000887820320190806d2019 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierBig Scientific Data Management First International Conference, BigSDM 2018, Beijing, China, November 30 – December 1, 2018, Revised Selected Papers /edited by Jianhui Li, Xiaofeng Meng, Ying Zhang, Wenjuan Cui, Zhihui Du1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (XIII, 332 p. 172 illus., 113 illus. in color.) Information Systems and Applications, incl. Internet/Web, and HCI ;11473Includes index.3-030-28060-8 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 -- Data policies.This 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.Information Systems and Applications, incl. Internet/Web, and HCI ;11473Big dataComputersComputer organizationArtificial intelligenceManagement information systemsComputer scienceComputer securityBig Datahttps://scigraph.springernature.com/ontologies/product-market-codes/I29120Information Systems and Communication Servicehttps://scigraph.springernature.com/ontologies/product-market-codes/I18008Computer Systems Organization and Communication Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/I13006Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Management of Computing and Information Systemshttps://scigraph.springernature.com/ontologies/product-market-codes/I24067Systems and Data Securityhttps://scigraph.springernature.com/ontologies/product-market-codes/I28060Big data.Computers.Computer organization.Artificial intelligence.Management information systems.Computer science.Computer security.Big Data.Information Systems and Communication Service.Computer Systems Organization and Communication Networks.Artificial Intelligence.Management of Computing and Information Systems.Systems and Data Security.502.85005.7Li Jianhuiedthttp://id.loc.gov/vocabulary/relators/edtMeng Xiaofengedthttp://id.loc.gov/vocabulary/relators/edtZhang Yingedthttp://id.loc.gov/vocabulary/relators/edtCui Wenjuanedthttp://id.loc.gov/vocabulary/relators/edtDu Zhihuiedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910349308103321Big Scientific Data Management2519897UNINA