图书情报研究

2016, 04, v.9;No.33 9-23

国外科研数据管理研究进展——基于CiteSpace和VOSviewer的可视化分析

1.江苏大学科技信息研究所 2.上海海事大学安全科学与工程系 3.上海海事大学科学技术情报研究所

基金项目(Foundation): 江苏省博士后科研资助计划项目“大数据轮动的图书馆学科服务创新研究”(项目编号:1402106C)的研究成果之一

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摘要：

从文献的学科分布、国家分布、机构分布、作者分布等外在特征、知识基础和研究前沿三个方面,利用Cite Space和VOSviewer信息可视化分析软件对Web of Science数据库中关于科研数据管理研究的2 849篇论文进行分析。研究结果发现,国外科研数据管理研究大体可分为20世纪90年代的萌芽阶段、2000~2008年的形成阶段、2009~2016年的发展阶段。最后系统总结和梳理出国外图书情报学科科研数据管理研究的三大研究热点:科研数据管理理论、科研数据管理服务和科研数据管理案例,以期对我国科研数据管理研究和实践提供指引与借鉴。

关键词： 数据科学; 科研数据管理; 科研数据; 数据服务; 信息可视化; 知识图谱;

Abstract：

Two thousand eight hundred and forty-nine papers on research data management included in Web of Science were studied with the information visualization analysis software of Cite Space and VOSviewer from three aspects, namely the external characteristics of literature such as subject distribution, state distribution, institution distribution and author distribution, the knowledge base and the research frontier. Results show that the research abroad on research data management can be divided into three stages: embryonic stage(before the1990s), formative stage(from 2000 to 2008) and development stage(from 2009 to 2016). Finally, we summarize three hot spots of research data management in library and information science in foreign countries,namely the theory of research data management, services of research data management and case study, in hope of providing guidance and reference for the research and practice of research data management in China.

KeyWords： data science; research data management; research data; data service; information visualization; knowledge mapping;

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参考文献

[1]National Science Board.Long-lived digital data collections:Enabling research and education in the 21stcentury(Draft)[R/OL].[2016-07-14].http://www.nsf.gov/nsb/documents/2005/LLDDC_report.pdf.

[2]司莉,邢文明.国外科学数据管理与共享政策调查及对我国的启示[J].情报资料工作,2013(1):61-66.

[3]科技部:我国将实施科学数据共享工程[EB/OL].[2016-07-14].http://news.xinhuanet.com/zhengfu/2002-11/29/content_644161.htm.

[4]国家科学数据中心建设技术规范[OL].[2016-07-14].http://www.doc88.com/p-203229695148.html.

[5]国家科技计划项目科学数据汇交暂行办法(草案)[OL].[2016-07-15].http://wenku.baidu.com/link?url=Dus TYd_4dg Xu IS_G88s Iwk Az Gc5o M3CRzwx0EZc EWei Ot Bh9Va2Xywzm_jhde Yk JVf-C97Ona Lj BYJ-rma-H-5Mn Hu XYTap5Eb AXT0Vwv VC.

[6]科学数据分类规范与分类词表[OL].[2016-07-15].http://www.docin.com/p-114236396.html.

[7]国务院关于印发“十二五”国家战略性新兴产业发展规划的通知[EB/OL].[2016-07-15].http://www.gov.cn/zwgk/2012-07/20/content_2187770.htm.

[8]国务院关于印发“十二五”国家自主创新能力建设规划的通知[EB/OL].[2016-07-15].http://www.gov.cn/zwgk/2013-05/29/content_2414100.htm.

[9]国务院关于印发促进大数据发展行动纲要的通知[EB/OL].[2016-07-15].http://www.gov.cn/zhengce/content/2015-09/05/content_10137.htm.

[10]五中全会,大数据战略上升为国家战略[EB/OL].[2016-07-15].http://www.cssn.cn/zx/bwyc/201511/t20151106_2562302.shtml.

[11]国家科技基础条件平台[OL].[2016-07-15].http://www.nstic.gov.cn/.

[12]陕西省科学数据共享平[OL].[2016-07-15].http://www.snsd.gov.cn/Portal/index.jsp.

[13]中国科学院数据云[OL].[2016-07-15].http://www.csdb.cn/.

[14]复旦大学社会科学数据平台[OL].[2016-07-15].http://dvn.fudan.edu.cn/dvn/.

[15]高校科学数据共享平台[OL].[2016-07-15].http://sdm.lib.whu.edu.cn/jspui/.

[16]北京大学开发研究数据平台[OL].[2016-07-15].http://opendata.pku.edu.cn/.

[17]Cite Space:Visualizing Patterns and Trends in Scientific Literature[EB/OL].[2016-06-15].http://cluster.cis.drexel.edu/~cchen/citespace/.

[18]VOSviewer:Visualizing Scientific Landscapes[EB/OL].[2016-06-17].http://www.vosviewer.com/.

[19]Tenopir C,Allard S,Douglass K,et al.Data Sharing by Scientists:Practices and Perceptions[J].PLOS ONE,2011,(6):e21101.

[20]Savage C J,Vickers A J.Empirical Study of Data Sharing by Authors Publishing in PLo S Journals[J].PLOS ONE,2009,4(9):e7078.

[21]Piwowar H A,Day R,Fridsma D B,et al.Sharing Detailed Research Data Is Associated with Increased Citation Rate[J].PLOS ONE,2007,2(3):e0308

[22]Nelson B.Data sharing:Empty archives[J].Nature,2009,461(2761):160-163.

[23]Liu D T,Xu X W.A review of web-based product data management systems[J].Comput Ind 2001,44(3):251-262.

[24]Alsheikhali A A,Qureshi W,Almallah M,et al.Public Availability of Published Research Data in High-Impact Journals[J].PLOS ONE,2011,6(9):e24357.

[25]Elliott R.Who owns scientific data?The impact of intellectual property rights on the scientific publication chain[J].Learned Publishing,2005,18(2):91-94.

[26]Polk H C,Bowden T A,Rikkers L F,et al.Scientific data from clinical trials:investigators'responsibilities and rights[J].World Journal of Surgery,2002,26(6):637-638.

[27]Miller M C,Reus J F,Matzke R P,et al.Enabling Interoperation of High Performance,Scientific Computing Applications:Modeling Scientific Data with the Sets&Fields(SAF)Modeling System[C]//International Conference on Conceptual Structures,2001:158-167.

[28]Michel A,Junger A,Benson M,et al.A data model for managing drug therapy within a patient data management system for intensive care units[J].Computer Methods and Programs in Biomedicine,2003,70(1):71-79.

[29]Aydinoglu A U,Suomela T,Malone J,et al.Data management in astrobiology:challenges and opportunities for an interdisciplinary community[J].Astrobiology,2014,14(6):451-461.

[30]Antell K,Foote J B,Turner J,et al.Dealing with Data:Science Librarians’Participation in Data Management at Association of Research Libraries Institutions[J].College&Research Libraries,2014,75(4):557-574.

[31]Fraccaro P,Dentone C,Fenoglio D,et al.Multicentre clinical trials'data management:a hybrid solution to exploit the strengths of electronic data capture and electronic health records systems[J].Informatics for Health&Social Care,2013,38(4):313-329.

[32]Omollo R,Ochieng M,Mutinda B,et al.Innovative Approaches to Clinical Data Management in Resource Limited Settings Using Open-Source Technologies[J].PLOS Neglected Tropical Diseases,2014,8(9):e3134.

[33]Thames J L,Eck O,Schaefer D,et al.A Semantic Association Hardware Acceleration System for Integrated Product Data Management[J].Journal of Computing and Information Science in Engineering,2012,12(3):031009.

[34]Qiu S Wang Y,Jin W,et al.Design and Implementation of a Project Management System Based on Product Data Management on the Baidu Cloud Computing Platform[C]//National Conference on Big Data Technology and Applications.Singapore:Springer Singapore,2015:144-154.

[35]Sturges P,Bamkin M,Anders J H S,et al.Research data sharing:Developing a stakeholder-driven model for journal policies[J].Journal of the Association for Information Science and Technology,2015,66(12):2445-2455.

[36]刘桂锋,卢章平,阮炼.美国高校图书馆研究数据管理服务体系构建及策略研究[J].大学图书馆学报,2016(3):16-22.

[37]Marcial L H,Hemminger B M.Scientific data repositories on the Web:An initial survey[J].Journal of the American Society for Information Science and Technology,2010,61(10):2029-2048.

[38]Naum A.Research data storage and management:library staff participation in showcasing research data at the University of Adelaide[J].Australian Library Journal,2014,63(1):35-44.

[39]Willis C,Greenberg J,White H.Analysis and synthesis of metadata goals for scientific data[J].Journal of the American Society for Information Science and Technology,2012,63(8):1505-1520.

[40]Chao T C,Cragin M H,Palmer C L.Data Practices and Curation Vocabulary(DPCVocab):An empirically derived framework of scientific data practices and curatorial processes[J].Journal of the Association for Information Science and Technology,2015,66(3):616-633.

[41]Mayernik M S.Research data and metadata curation as institutional issues[J].Journal of the Association for Information Science and Technology,2015,67(4):973-993.

[42]Douglass K,Allard S,Tenopir C,et al.Managing scientific data as public assets:Data sharing practices and policies among full-time government employees[J].Journal of the Association for Information Science and Technology,2014,65(2):251-262.

[43]Si L,Li Y,Zhuang X,et al.An empirical study on the performance evaluation of scientific data sharing platforms in China[J].Library Hi Tech,2015,33(2):211-229.

[44]Corrall S,Kennan M A,Afzal W.Bibliometrics and research data management services:Emerging trends in library support for research[J].Library Trends,2013,61(3):636-674.

[45]Si L,Xing W,Zhuang X,et al.Investigation and analysis of research data services in university libraries[J].The Electronic Library,2015,33(3):417-449.

[46]Cox A M,Pinfield S.Research data management and libraries:Current activities and future priorities[J].Journal of Librarianship and Information Science,2014,46(4):299-316.

[47]Tenopir C,Sandusky R J,Allard S,et al.Research data management services in academic research libraries and perceptions of librarians[J].Library&Information Science Research,2014,36(2):84-90.

[48]J rn Nielsen H,Hj rland B.Curating research data:The potential roles of libraries and information professionals[J].Journal of Documentation,2014,70(2):221-240.

[49]Scaramozzino J M,Ramirez M,Mcgaughey K,et al.A Study of Faculty Data Curation Behaviors and Attitudes at a Teaching-Centered University[J].College&Research Libraries,2012,73(4):349-365.

[50]Diekema A R,Wesolek A,Walters C D.The NSF/NIH effect:Surveying the effect of data management requirements on faculty,sponsored programs,and institutional repositories[J].The Journal of Academic Librarianship,2014,40(3):322-331.

[51]Perry C M.Archiving of publicly funded research data:A survey of Canadian researchers[J].Government Information Quarterly,2008,25(1):133-148.

[52]Whitmire A L,Boock M,Sutton S C,et al.Variability in academic research data management practices:implications for data services development from a faculty survey[J].Program:Electronic Library and Information Systems,2015,49(4):382-407.

[53]Choudhury G S.Case study in data curation at Johns Hopkins University[J].Library Trends,2008,57(2):211-220.

[54]Hiom D,Fripp D,Gray S,et al.Research data management at the University of Bristol[J].Program:Electronic Library and Information Systems,2015,49(4):475-493

[55]Wong G K W.Exploring research data hosting at the HKUST institutional repository[J].Serials Review,2009,35(3):125-132.

[56]Mohammad H B.Exploring research data in Indian institutional repositories[J].Program:Electronic Library and Information Systems,2014,48(2):206-216.

[57]Shen Y,Varvel V E.Developing data management services at the Johns Hopkins University[J].The Journal of Academic Librarianship,2013,39(6):552-557.

[58]Davidson J,Jones S,Molloy L,et al.Emerging good practice in managing research data and research information within UK Universities[J].Procedia Computer Science,2014:215-222.

[59]Delserone L M.At the watershed:preparing for research data management and stewardship at the University of Minnesota Libraries[J].Library Trends,2008,57(2):202-210.

[60]Kahn M,Higgs R,Davidson J,et al.Research Data Management in South Africa:How We Shape Up[J].Australian Academic&Research Libraries,2014,5(4):296-308.

[61]Searle S,Wolski M,Simons N,et al.Librarians as partners in research data service development at Griffith University[J].Program:Electronic Library and Information Systems,2015,49(4):440-460.

[62]Lage K,Losoff B,Maness J,et al.Receptivity to Library Involvement in Scientific Data Curation:A Case Study at the University of Colorado Boulder[J].Portal:Libraries and the Academy,2011,11(4):915-937.

基本信息:

中图分类号:G353.1;G311

引用信息:

[1]刘桂锋,李杰.国外科研数据管理研究进展——基于CiteSpace和VOSviewer的可视化分析[J].图书情报研究,2016,9(04):9-23.

基金信息:

江苏省博士后科研资助计划项目“大数据轮动的图书馆学科服务创新研究”(项目编号:1402106C)的研究成果之一

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