Ginda Michael, Herr Bruce W, Börner Katy
Department of Intelligent Systems Engineering, Luddy School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN, United States.
Front Res Metr Anal. 2023 Oct 4;8:1274793. doi: 10.3389/frma.2023.1274793. eCollection 2023.
This article introduces work in progress to develop a new, open biomedical map of science (OBMS) using the PubMed citation database. The new science map represents bimodal network relationships between journals and medical subject heading (MeSH) descriptors, based on a journal's articles indexed in the MEDLINE component of PubMed. We review the current efforts to use PubMed data in science of science studies and science mapping. As part of the development process, we compare the journals indexed in PubMed with journals included in the 2011 UCSD map of science to establish a baseline of disciplinary coverage of PubMed for the period 2009-2019. Journal article frequency is analyzed to establish the minimum number of citations required by a journal for inclusion in a map of science. A prototype OBMS is presented, and we discuss the strengths and weaknesses of the OBMS, as well as the next steps for using and productizing this new open map for general and free usage.
本文介绍了利用PubMed引文数据库开发新的开放式生物医学科学地图(OBMS)的进展情况。新的科学地图基于PubMed的MEDLINE部分中索引的期刊文章,呈现了期刊与医学主题词(MeSH)描述符之间的双峰网络关系。我们回顾了目前在科学学研究和科学制图中使用PubMed数据的努力。作为开发过程的一部分,我们将PubMed索引的期刊与2011年加州大学圣地亚哥分校科学地图中包含的期刊进行比较,以确定2009 - 2019年期间PubMed学科覆盖范围的基线。分析期刊文章频率,以确定期刊被纳入科学地图所需的最低引用次数。展示了OBMS的一个原型,我们讨论了OBMS的优缺点,以及使用和将这个新的开放地图产品化以供一般免费使用的下一步计划。