Mapping and visualization of publication networks of public university faculty in computer science and electrical engineering

Conor Carroll, Nupur Garg, Theresa Migler, B. E. Walker, Zoë J. Wood
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引用次数: 1

Abstract

We present our process and development of a web-based system to explore the publication networks of faculty in California public universities in the fields of computer science and electrical engineering. Our project explores collaboration networks in the fields of computer science and electrical engineering with a focus on publication networks and an analysis of these collaborations with a focus on geospatial organization (which institutions are collaborating with which other institutions). We present our data gathering process, which relies on the Scopus[9] database (Scopus represents a “comprehensive overview of the world’s scientific research output across all disciplines”), and we present the development of a web-based tool using python and the Google Maps API [12] in order to allow visualizations and explorations of geospatial structures of the publications networks. These visualizations drove further network analysis, which we present here as well.
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公立大学计算机科学与电子工程学院出版网络的映射与可视化
我们介绍了我们的过程和开发一个基于网络的系统,以探索加州公立大学的教师在计算机科学和电气工程领域的出版网络。我们的项目探索了计算机科学和电子工程领域的协作网络,重点是出版网络,并对这些协作进行了分析,重点是地理空间组织(哪些机构正在与哪些机构合作)。我们展示了我们的数据收集过程,它依赖于Scopus[9]数据库(Scopus代表了“世界所有学科的科学研究产出的综合概述”),我们展示了使用python和谷歌Maps API[12]开发的基于web的工具,以便对出版物网络的地理空间结构进行可视化和探索。这些可视化推动了进一步的网络分析,我们在这里也展示了这些分析。
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