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
Source PublicationJournal of Data and Information Science
Volume1Issue:4Pages:1-9
Abstract
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.
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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.
SubtypePerspectives
Subject Area新闻学与传播学 ; 图书馆、情报与文献学
DOI10.20309/jdis.201622
URL查看原文
Indexed By其他
Language英语
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Document Type期刊论文
Identifierhttp://ir.las.ac.cn/handle/12502/8904
CollectionJournal of Data and Information Science_Journal of Data and Information Science-2016
Corresponding AuthorYing Ding (E-mail:dingying@indiana.edu)
AffiliationDepartment of Information and Library Science, Indiana University, Bloomington, IN 47405, USA
Recommended Citation
GB/T 7714
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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