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Study on Research Focus and Progress of Data Curation Platform in China
Received date: 2016-08-20
Revised date: 2016-11-07
Online published: 2016-11-20
[Purpose/significance] Based on research papers relevant to data curation platforms in our country, this paper gives a review on the research status and hot topics in this area, points out the weakness of current research, and proposes some suggestions to the development of domestic data curation platforms. [Method/process] Based on 63 domestic research papers and dissertations (2011/01-2016/06) on data curation platforms collected from CNKI and VIP Chinese Journals, we investigate the research topics using comparative and inductive research method and compare representative data curation platforms through literature survey and network survey. [Result/conclusion] The research results include:① Domestic research on data curation platforms has grown rapidly since 2011 and focuses on four aspects:theoretical frameworks on data curation platform, scientific data organization, scientific data integration, development and implementation of data curation platforms; ② There are still some shortcomings in the research on domestic data curation platforms, and further studies should focus on data curation platform frameworks and their functional modules, data semantic annotation, data integration and unified search, data service modes and so on.
Zhou Yu , Ou Shiyan . Study on Research Focus and Progress of Data Curation Platform in China[J]. Library and Information Service, 2016 , 60(22) : 116 -125 . DOI: 10.13266/j.issn.0252-3116.2016.22.017
[1] HEY T, TANSLEY S,TOLLE K.The fourth paradigm:date-intensive scientific siscovery[M].Washington:Microsoft Research, 2009:11-31.
[2] BEAGRIE N, POTHEN P. Digital curation:digital archives, libraries and e-science seminar[EB/OL].[2016-03-16]. http://www.ariadne.ac.uk/issue30/digital-curation/.
[3] LORD P,MACDONALD A. E-science curation report:data curation for e-Science in the UK:an audit to establish requirements for future curation and provision[EB/OL].[2016-03-16]. http://webarchive.nationalarchives.gov.uk/20140702233839/http:/www.jisc.ac.uk/media/documents/programmes/preservation/e-sciencereportfinal.pdf.
[4] What is digital curation?[EB/OL].[2016-05-09]. http://www.dcc.ac.uk/digital-curation/what-digital-curation.
[5] 杨鹤林. 数据监护:美国高校图书馆的新探索[J].大学图书馆学报,2011,29(2):18-21,41.
[6] National Science Board. Long-lived digital data collections.[EB/OL].[2016-03-16].http://www.nsf.gov/pubs/2005/nsb0540/nsb0540.pdf.
[7] GIARETTA D. DCC approach to digital curation[EB/OL].[2016-10-26]. http://twiki.dcc.rl.ac.uk/bin/view/OLD/DCCApproachToCuration.
[8] WALTERS T, SKINNER K. New roles for new times:digital curation for preservation[M]. Washington:Association of Research Libraries,2011:16-17.
[9] International digital curation conference (IDCC)[EB/OL].[2016-11-02].http://www.dcc.ac.uk/events/international-digital-curation-conference-idcc.
[10] RDAP-research data access & preservation summit[EB/OL].[2016-11-02].http://www.asis.org/rdap/.
[11] International journal of digital curation[EB/OL].[2016-03-16].http://www.ijdc.net/index.php/ijdc.
[12] 吴振新,李丹丹.研究数据管理框架研究[J].图书馆学研究,2014(24):47-52,67.
[13] 吴金红,陈勇跃.面向科研第四范式的科学数据监护体系研究[J].图书情报工作,2015,59(16):11-17.
[14] 陈大庆.国外高校数据管理服务实施框架体系研究[J].大学图书馆学报,2013(6):10-17.
[15] 马晓亭.图书馆大数据监护系统的构建——以生命周期理论为视角[J].图书馆建设,2014(12):31-33,38.
[16] 吴振新,刘晓敏.云计算在研究数据管理中的应用研究分析[J].图书馆杂志,2014(10):80-87.
[17] DCC. The DCC Curation Lifecycle Model[EB/OL].[2016-08-02]. http://www.dcc.ac.uk/docs/publications/DCCLifecycle.pdf.
[18] WOLSKI M P, RICHARDSON J P. A Framework for University Research Data Management[EB/OL].[2016-08-02].http://www98.griffith.edu.au/dspace/bitstream/handle/10072/39672/69936_1.pdf.
[19] 王芳,慎金花.国外数据管护研究与实践进展[J]. 中国图书馆学报,2014(4):116-128.
[20] 黄如花,邱春艳.国内外科学数据元数据研究进展[J].图书与情报,2014(6):102-108.
[21] 周波.高校科学数据元数据方案初探[J].图书馆学研究,2012(1):45-49.
[22] 刘峰,张晓林.科学数据元数据标准述评及其通用化设计研究[J].现代图书情报技术,2015(12):3-12.
[23] 郭明航,田均良,李军超. 地球科学研究数据的分类与组织研究[J].水土保持研究,2009,16(4):203-206.
[24] 吴彬.生态科学数据元数据及其标准研究[J].中南林业科技大学学报,2010,30(12):75-79.
[25] 耿庆斋,张行南,朱星明. 基于多维组合的水利科学数据分类体系及其编码结构[J].河海大学学报(自然科学版),2009,37(3):246-250.
[26] 钱鹏,郑建明.基于资源描述框架的图书馆科学数据组织初探[J].情报理论与实践,2012,35(3):100-102,108.
[27] MALET G, MUNOZ F, APPLEYARD R. A model for enhancing internet medical document retrieval with "medical core metadata"[J]. Journal of the American Medical Information Association, 1999, 6(2):163-172.
[28] 徐坤.基于本体的科学数据监护平台研究——以高校医学科学数据为例[D].长春:吉林大学,2014:49-67.
[29] 李丽亚,宋扬,薛中玉,等. 基于Ontology的科学数据共享检索体系解析[J].情报理论与实践,2009,32(5):81-85.
[30] 徐坤,蔚晓慧,毕强. 基于数据本体的科学数据语义化组织研究[J].图书情报工作,2015,59(17):120-126.
[31] 马雨萌,郭进京,王昉. e-Science环境下科学数据语义组织模型框架研究[J].现代图书情报技术,2015(Z1):48-56.
[32] 庄倩,常颖聪,何琳,等. 基于关联数据的科学数据组织研究[J].情报理论与实践,2016,39(5):22-26.
[33] 白如江,冷伏海."大数据"时代科学数据整合研究[J].情报理论与实践,2014,37(1):94-99.
[34] 葛敬军,胡长军,刘歆,等. 面向领域科学数据的虚拟数据空间共享模型[J].小型微型计算机系统,2014,35(3):514-519.
[35] 游毅,成全. 基于关联数据的科研数据资源共享[J].情报杂志,2012,31(10):146-151.
[36] 房小可. 基于关联数据的高校图书馆科学数据组织研究[J].图书馆建设,2013(10):31-34.
[37] 司莉,李鑫. 基于关联数据的科学数据集成与共享研究——以Bio2RDF项目为例[J].图书馆学研究,2014(21):51-55.
[38] 郭学武. 基于引文的科学数据与科技文献关联研究[J].情报科学,2014,32(4):59-62,125.
[39] 黄筱瑾.基于元数据的科学数据与科技文献关联研究[J].情报理论与实践,2013,36(7):27-30.
[40] 李丹丹. 基于科学工作流的研究数据组织关联模型研究[D].北京:中国科学院大学,2013:11-28.
[41] 马建玲,曹月珍,王思丽,等.学术论文与科学数据集成出版研究[J].情报资料工作,2014(2):82-86.
[42] 刘晶晶,马建华.论科研数据开放共享的三种途径[J].情报杂志,2015,34(10):146-150,96.
[43] PAUL N,PETER C. Data papers-peer reviewed publication of high quality data sets[J].International journal of robotics research,2009, 28(5):587-587.
[44] 赖剑菲,洪正国.对高校科学数据管理平台建设的建议[J].图书情报工作,2013,57(6):23-27.
[45] 洪正国,项英. 基于Dspace构建高校科学数据管理平台——以蝎物种与毒素数据库为例[J].图书情报工作,2013,57(6):39-42,84.
[46] 马建玲,曹月珍.研究数据管理工具发展研究[J].图书馆学研究,2014(15):40-47.
[47] Data conservancy[EB/OL].[2016-03-16]. http://dataconservancy.org/.
[48] Data archiving and networked service[EB/OL].[2016-03-16].www.dans.knaw.nl/en/.
[49] ANDS-Australian national data service[EB/OL].[2016-03-16].http://ands.org.au/.
[50] Digital curation centre[EB/OL].[2016-03-16].http://www.dcc.ac.uk/.
[51] DAMA-the global data management community[EB/OL].[2016-03-16]. https://www.dama.org/.
[52] 杨鹤林.从数据监护看美国高校图书馆的机构库建设新思路——来自DataStaR的启示[J].大学图书馆学报,2012(2):23-28,73.
[53] 刘婧琢.基于data curation的高校机构知识库研究[J].图书馆工作与研究,2014(8):109-112.
[54] 宋秀芬,邓仲华.基于数据监护的机构知识库研究[J].图书馆学研究,2016(2):44-48,31.
[55] 陈晓华.复旦大学推出首个中国高校社会科学数据平台[EB/OL].[2016-03-16]. http://news.fudan.edu.cn/2014/1229/37794.html.
[56] 张计龙,殷沈琴,张用,等.社会科学数据的共享与服务——以复旦大学社会科学数据共享平台为例[J].大学图书馆学报,2015(1):74-79.
[57] 北京大学开放研究数据平台[EB/OL].[2016-03-16].http://opendata.pku.edu.cn/.
[58] 罗鹏程,朱玲,崔海媛,等. 基于Dataverse的北京大学开放研究数据平台建设.图书情报工作,2016,60(3):52-58.
[59] 高校科学数据共享平台[EB/OL].[2016-03-16]. http://sdm.lib.whu.edu.cn/jspui/.
[60] 中国国家调查数据库[EB/OL].[2016-03-16]. http://www.cnsda.org/index.php?r=site/aboutus.
[61] 中国科学院数据云[EB/OL].[2016-03-16].http://www.csdb.cn/.
[62] 黎建辉,虞路清,张波,等.中科院科学数据云架构探析[EB/OL].[2016-03-16]. http://www.media.edu.cn/zcjd/news/201510/t20151013_1325984.shtml.
[63] 国家科技基础条件平台[EB/OL].[2016-03-16]. http://www.nstic.gov.cn/.
[64] Linked Life Data[EB/OL].[2016-03-16].http://linkedlifedata.com/.
[65] Data Citation Index[EB/OL].[2016-03-16]. http://www.ands.org.au/online-services/research-data-australia/data-citation-index.
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