Data-driven Discovery: A New Era of Exploiting the Literature and Data
Ying Ding; Kyle Stirling; Ying Ding (E-mail:dingying@indiana.edu)
2016-11-03
发表期刊Journal of Data and Information Science
卷号1期号:4页码:1-9
摘要
In the current data-intensive era, the traditional hands-on method of conducting scientific research by exploring related publications to generate a testable hypothesis is well on its way of becoming obsolete within just a year or two. Analyzing the literature and data to automatically generate a hypothesis might become the de facto approach to inform the core research efforts of those trying to master the exponentially rapid expansion of publications and datasets. Here, viewpoints are provided and discussed to help the understanding of challenges of data-driven discovery.
;
In the current data-intensive era, the traditional hands-on method of conducting scientific research by exploring related publications to generate a testable hypothesis is well on its way of becoming obsolete within just a year or two. Analyzing the literature and data to automatically generate a hypothesis might become the de facto approach to inform the core research efforts of those trying to master the exponentially rapid expansion of publications and datasets. Here, viewpoints are provided and discussed to help the understanding of challenges of data-driven discovery.
文章类型Perspectives
学科领域新闻学与传播学 ; 图书馆、情报与文献学
DOI10.20309/jdis.201622
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语种英语
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文献类型期刊论文
条目标识符http://ir.las.ac.cn/handle/12502/8904
专题Journal of Data and Information Science_Journal of Data and Information Science-2016
通讯作者Ying Ding (E-mail:dingying@indiana.edu)
作者单位Department of Information and Library Science, Indiana University, Bloomington, IN 47405, USA
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Ying Ding,Kyle Stirling,Ying Ding . Data-driven Discovery: A New Era of Exploiting the Literature and Data[J]. Journal of Data and Information Science,2016,1(4):1-9.
APA Ying Ding,Kyle Stirling,&Ying Ding .(2016).Data-driven Discovery: A New Era of Exploiting the Literature and Data.Journal of Data and Information Science,1(4),1-9.
MLA Ying Ding,et al."Data-driven Discovery: A New Era of Exploiting the Literature and Data".Journal of Data and Information Science 1.4(2016):1-9.
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