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Online Interactive Platform for COVID-19 Literature Visual Analytics: Platform Development Study
Journal of Medical Internet Research ( IF 5.8 ) Pub Date : 2021-07-16 , DOI: 10.2196/26995
Addy Moran 1 , Shawn Hampton 1 , Scott Dowson 1 , John Dagdelen 2, 3 , Amalie Trewartha 2 , Gerbrand Ceder 2, 3 , Kristin Persson 2, 3 , Elise Saxon 1 , Andrew Barker 1 , Lauren Charles 1 , Bobbie-Jo Webb-Robertson 1
Affiliation  

Background: Papers on COVID-19 are being published at a high rate and concern many different topics. Innovative tools are needed to aid researchers to find patterns in this vast amount of literature to identify subsets of interest in an automated fashion. Objective: We present a new online software resource with a friendly user interface that allows users to query and interact with visual representations of relationships between publications. Methods: We publicly released an application called PLATIPUS (Publication Literature Analysis and Text Interaction Platform for User Studies) that allows researchers to interact with literature supplied by COVIDScholar via a visual analytics platform. This tool contains standard filtering capabilities based on authors, journals, high-level categories, and various research-specific details via natural language processing and dozens of customizable visualizations that dynamically update from a researcher’s query. Results: PLATIPUS is available online and currently links to over 100,000 publications and is still growing. This application has the potential to transform how COVID-19 researchers use public literature to enable their research. Conclusions: The PLATIPUS application provides the end user with a variety of ways to search, filter, and visualize over 100,00 COVID-19 publications.

This is the abstract only. Read the full article on the JMIR site. JMIR is the leading open access journal for eHealth and healthcare in the Internet age.


中文翻译:


COVID-19文献​​可视化分析在线互动平台:平台开发研究



背景:有关 COVID-19 的论文发表率很高,涉及许多不同的主题。需要创新工具来帮助研究人员在大量文献中找到模式,从而以自动化方式识别感兴趣的子集。目标:我们提供了一种新的在线软件资源,具有友好的用户界面,允许用户查询出版物之间关系的视觉表示并与之交互。方法:我们公开发布了一款名为 PLATIPUS(用户研究的出版文献分析和文本交互平台)的应用程序,该应用程序允许研究人员通过可视化分析平台与 COVIDScholar 提供的文献进行交互。该工具包含基于作者、期刊、高级类别和通过自然语言处理的各种研究特定细节的标准过滤功能,以及数十个可根据研究人员的查询动态更新的可定制可视化效果。结果:PLATIPUS 可在线获取,目前链接到超过 100,000 个出版物,并且仍在不断增长。该应用程序有可能改变 COVID-19 研究人员使用公共文献进行研究的方式。结论:PLATIPUS 应用程序为最终用户提供了多种方式来搜索、过滤和可视化超过 100,00 份 COVID-19 出版物。


这只是摘要。请阅读 JMIR 网站上的完整文章。 JMIR 是互联网时代电子健康和医疗保健领域领先的开放获取期刊。
更新日期:2021-07-16
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