Article(id=1242137037617312508, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242137022492648219, articleNumber=null, orderNo=11, doi=10.3981/j.issn.1000-7857.2018.16.009, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1530288000000, receivedDateStr=2018-06-30, revisedDate=1534089600000, revisedDateStr=2018-08-13, acceptedDate=null, acceptedDateStr=null, onlineDate=1535510111653, onlineDateStr=2018-08-29, pubDate=1535385600000, pubDateStr=2018-08-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1535510111653, onlineIssueDateStr=2018-08-29, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774078147553, creator=sys-migrate, updateTime=1774078147553, updator=sys-migrate, issue=Issue{id=1242137022492648219, tenantId=1146029695717560320, journalId=1146031591421210625, year='2018', volume='36', issue='16', pageStart='1', pageEnd='108', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774078143949, creator=sys-migrate, updateTime=1774078143949, updator=sys-migrate, preIssue=null, nextIssue=null, ext=null, issueFiles=null}, startPage=78, endPage=85, ext={EN=ArticleExt(id=1242137042012943119, articleId=1242137037617312508, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=New mode for scientific information analysis in the big data era, columnId=1150494642224591153, journalTitle=Science & Technology Review, columnName=Exclusive, runingTitle=null, highlight=null, articleAbstract=The era of big data brings both opportunities and challenges to the scientific information analysis (SIA) and the intelligent information services. It is an urgent task developing a new SIA framework to reform the data governance and the workflow, and to improve the quality of the information services. This paper describes the traditional SIA mode currently applied. It also reviews the progresses in the fields of the massive heterogeneous data integration, the data management and the analytics methods, and their applications. An integrationbased conceptual framework for the SIA is proposed through an examination of the limitations of the traditional mode. The new framework is characterized by the development of an Intelligent Decision-making Support System based on the Big Data that can store, organize, process, and visualize heterogeneous data. Next, the functions and the characteristics of the proposed framework are explained. The paper concludes with a discussion of the future research., correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=CKVhT+wR2CMaiDb9ZuFBXg==, pdfFileSize=1890402, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=1. Wuhan Documentation and Information Center, Chinese Academy of Sciences, Wuhan 430071, China;
2. Department of Information Science, University of North Texas, Denton, Texas 76203, USA, fund=null, authors=CHEN Wei1, YANG Rui1, HE Tao1, WANG Shuo1, CHEN Jiangping2, authorsList=CHEN Wei, YANG Rui, HE Tao, WANG Shuo, CHEN Jiangping), CN=ArticleExt(id=1242137039357948678, articleId=1242137037617312508, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=大数据环境下科技情报研究的新模式, columnId=1242116902361830275, journalTitle=科技导报, columnName=专题论文, runingTitle=null, highlight=null, articleAbstract=大数据时代为科技情报研究与服务带来了重大的机遇和挑战,迫切需要发展新的数据驱动型情报研究模式来变革数据治理和工作流程,提高情报研究和咨询服务的质量。本文概述了传统的人力驱动型科技情报工作模式,分析了存在的问题和局限性;综述了海量异构数据集成、数据管理与分析方法和工具的开发进展;提出了建设数据驱动型科技情报研究模式的整体架构,展望了未来研究的重点。, correspAuthors=null, authorNote=陈伟,副研究员,研究方向为能源科技战略情报、知识管理与信息服务,电子信箱:chenw@whlib.ac.cn, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=ebucQxt9szlcAuFu8AMkGA==, pdfFileSize=1890402, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=1. 中国科学院武汉文献情报中心, 武汉 430071;
2. 美国北德克萨斯大学信息学院, 美国丹顿 76203, fund=中国科学院文献情报能力建设专项课题(Y7KZ131001);中国科学院青年创新促进会项目(2017221), authors=陈伟1, 杨锐1, 何涛1, 王朔1, 陈江萍2, authorsList=陈伟, 杨锐, 何涛, 王朔, 陈江萍)}, authors=null, keywords=[Keyword(id=1242137038837854977, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137037617312508, language=CN, orderNo=1, keyword=科技情报研究), Keyword(id=1242137038913352450, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137037617312508, language=CN, orderNo=1, keyword=大数据), Keyword(id=1242137039014015747, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137037617312508, language=CN, orderNo=1, keyword=数据驱动), Keyword(id=1242137039097901828, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137037617312508, language=CN, orderNo=1, keyword=数据集成), Keyword(id=1242137039211148037, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137037617312508, language=CN, orderNo=1, keyword=数据分析), Keyword(id=1242137040054203143, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137037617312508, language=EN, orderNo=1, keyword=scientific information analysis), Keyword(id=1242137040146477833, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137037617312508, language=EN, orderNo=1, keyword=big data), Keyword(id=1242137040230363915, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137037617312508, language=EN, orderNo=1, keyword=data-driven), Keyword(id=1242137040318444301, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137037617312508, language=EN, orderNo=1, keyword=data integration), Keyword(id=1242137040444273422, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137037617312508, language=EN, orderNo=1, keyword=data analytics)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1125356956822126595, delFlag=0, nameCn=科技导报, nameEn=Science & Technology Review, nameHistory1=null, nameHistory2=null, issn=1000-7857, eissn=, cn=11-1421/N, coden=null, periodic=3, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=aEuqdCNQUjPEKa3rm5A/8Q==, journalPrice=null, startedYear=null, abbrevIsoEn=Sci Technol Rev, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1754267492363, createdBy=null, updatedBy=13701087609, firstLetterCn=S, firstLetterEn=S, subjectCode=Natural Sciences, subjectName=自然科学, subjectCodeEn=Natural Sciences, subjectNameEn=null, picCn=aEuqdCNQUjPEKa3rm5A/8Q==, picEn=4AIQ9/oc3H8lvjeELJ6WWw==, jcr=null, cjcr=null, exts=[JournalExt(id=1159045127382855686, language=CN, name=科技导报, nameHistory1=null, nameHistory2=null, managedBy=中国科学技术协会, sponsoredBy=中国科学技术协会, publishedBy=科技导报社, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=null, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/CN/home, createdTime=1754267492385, updatedTime=1754267492385, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=http://www.kjdb.org/CN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.cast.org.cn/webm, submissionEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionReviewUrl=https://kjdbauthor.cast.org.cn/webm, submissionCeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionAeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, option={"copyright":""}), JournalExt(id=1159045127433187335, language=EN, name=Science & Technology Review, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=null, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/EN/home, createdTime=1754267492398, updatedTime=1754267492398, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=http://www.kjdb.org/EN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031591421210625, websiteList=[Website(id=1146104741081231361, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/CN, language=CN, createTime=1751182263881, createBy=18614031015, updateTime=1751778001962, updateBy=18614031015, name=科技导报, tplId=1146099689490845704, title=科技导报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148021146403992296, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=articleTextType, value=kx, createTime=1751639170504, updateTime=1751639170504, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146378826469, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=banner, value=null, createTime=1751639170498, updateTime=1751639170498, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146366243556, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1751639170495, updateTime=1751639170495, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146395603687, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751639170502, updateTime=1751639170502, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146387215078, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751639170500, updateTime=1751639170500, creator=18614031015, updator=18614031015)]), Website(id=1146105254833139715, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/EN, language=EN, createTime=1751182386363, createBy=18614031015, updateTime=1753500121937, updateBy=18614031015, name=科技导报, tplId=1146101810881728533, title=Science & Technology Review, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155838567709528217, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=articleTextType, value=kx, createTime=1753502988984, updateTime=1753502988984, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567692750998, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=banner, value=null, createTime=1753502988980, updateTime=1753502988980, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567688556693, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1753502988979, updateTime=1753502988979, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567705333912, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic, createTime=1753502988983, updateTime=1753502988983, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567701139607, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1753502988982, updateTime=1753502988982, creator=18614031015, updator=18614031015)])], journalTitle=科技导报, weixinUrl=null, journalUrl=null, iacademicId=null, status=0, seqNo=null, journalTitleEn=Science & Technology Review, journalPhotoCn=aEuqdCNQUjPEKa3rm5A/8Q==, journalPhotoEn=4AIQ9/oc3H8lvjeELJ6WWw==, journalFirstLetter=S, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=0.91, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=null, provinceCode=null, provinceName=null, collectFlag=false), detailUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2018.16.009, detailUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/10.3981/j.issn.1000-7857.2018.16.009, pdfUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/PDF/10.3981/j.issn.1000-7857.2018.16.009, pdfUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/PDF/10.3981/j.issn.1000-7857.2018.16.009, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, reference=null)
收藏切换
大数据环境下科技情报研究的新模式
收藏切换
PDF下载
科技导报 | 专题论文 2018,36(16): 78-85
收起
收藏切换
科技导报 | 专题论文 2018, 36(16): 78-85
大数据环境下科技情报研究的新模式
全屏
陈伟1, 杨锐1, 何涛1, 王朔1, 陈江萍2
作者信息
    1. 中国科学院武汉文献情报中心, 武汉 430071;
    2. 美国北德克萨斯大学信息学院, 美国丹顿 76203
New mode for scientific information analysis in the big data era
Affiliations
出版时间: 2018-08-28 doi: 10.3981/j.issn.1000-7857.2018.16.009
文章导航
收藏切换
大数据时代为科技情报研究与服务带来了重大的机遇和挑战,迫切需要发展新的数据驱动型情报研究模式来变革数据治理和工作流程,提高情报研究和咨询服务的质量。本文概述了传统的人力驱动型科技情报工作模式,分析了存在的问题和局限性;综述了海量异构数据集成、数据管理与分析方法和工具的开发进展;提出了建设数据驱动型科技情报研究模式的整体架构,展望了未来研究的重点。
科技情报研究  /  大数据  /  数据驱动  /  数据集成  /  数据分析
The era of big data brings both opportunities and challenges to the scientific information analysis (SIA) and the intelligent information services. It is an urgent task developing a new SIA framework to reform the data governance and the workflow, and to improve the quality of the information services. This paper describes the traditional SIA mode currently applied. It also reviews the progresses in the fields of the massive heterogeneous data integration, the data management and the analytics methods, and their applications. An integrationbased conceptual framework for the SIA is proposed through an examination of the limitations of the traditional mode. The new framework is characterized by the development of an Intelligent Decision-making Support System based on the Big Data that can store, organize, process, and visualize heterogeneous data. Next, the functions and the characteristics of the proposed framework are explained. The paper concludes with a discussion of the future research.
scientific information analysis  /  big data  /  data-driven  /  data integration  /  data analytics
陈伟, 杨锐, 何涛, 王朔, 陈江萍. 大数据环境下科技情报研究的新模式. 科技导报, 2018 , 36 (16) : 78 -85 . DOI: 10.3981/j.issn.1000-7857.2018.16.009
CHEN Wei, YANG Rui, HE Tao, WANG Shuo, CHEN Jiangping. New mode for scientific information analysis in the big data era[J]. Science & Technology Review, 2018 , 36 (16) : 78 -85 . DOI: 10.3981/j.issn.1000-7857.2018.16.009
2018年第36卷第16期
PDF下载
380
186
引用本文
BibTeX
文章信息
doi: 10.3981/j.issn.1000-7857.2018.16.009
  • 接收时间:2018-06-30
  • 首发时间:2018-08-29
  • 出版时间:2018-08-28
补充材料
相关文章
文章信息
作者
出版历史
  • 收稿日期:2018-06-30
  • 修回日期:2018-08-13
基金
作者信息
参考文献
分享链接
https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2018.16.009
分享至
全文二维码

扫描看全文

引用本文
BibTeX
本文的引用情况
2种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏