pubeexplorer:用于可视化出版物数据的交互式分析系统

IF 3.8 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Visual Informatics Pub Date : 2023-09-01 DOI:10.1016/j.visinf.2023.07.001
Minzhu Yu , Yang Wang , Xiaomin Yu , Guihua Shan , Zhong Jin
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引用次数: 0

摘要

随着多学科、多技术的交叉与融合,越来越多的研究者在各自主要研究领域之外积极探索跨学科合作。面对一个新的研究领域,研究人员往往希望快速了解该领域正在研究什么,哪些研究点受到高度关注,哪些研究人员正在研究这些研究点,然后考虑在这些研究点上与核心研究人员合作的可能性。此外,准备继续学业的学生通常在导师和导师的研究平台上进行研究,包括学术联系、就业机会等。为了满足这些要求,我们(1)在科学地图的基础上设计了一个研究点状态图,以帮助研究人员和学生了解一个新研究领域的发展状态;(2) 设计一个条形链接作者隶属关系信息图,帮助研究人员和学生澄清学者的学术网络,并找到合适的合作者或导师;(3) 设计引文模式直方图,快速发现具有较高研究价值的研究成果,如睡美人论文、最近的热门论文、经典论文等。最后,利用IEEE VIS出版数据实现了一个名为PubExplorer的交互式分析系统,并通过实例验证了其有效性。
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PubExplorer: An interactive analytical system for visualizing publication data

With the intersection and convergence of multiple disciplines and technologies, more and more researchers are actively exploring interdisciplinary cooperation outside their main research fields. Facing a new research field, researchers often hope to quickly learn what is being studied in this field, which research points are receiving high attention, which researchers are studying these research points, and then consider the possibility of collaborating with core researchers on these research points. In addition, students who are preparing for academic further education usually conduct research on mentors and mentors’ research platforms, including academic connections, employment opportunities, etc. In order to satisfy these requirements, we (1) design a research point state map based on a science map to help researchers and students understand the development state of a new research field; (2) design a bar-link author-affiliation information graph to help researchers and students clarify academic networks of scholars and find suitable collaborators or mentors; (3) designs citation pattern histogram to quickly discover research achievements with high research value, such as the Sleeping Beauty papers, recently hot papers, classic papers and so on. Finally, an interactive analytical system named PubExplorer was implemented with IEEE VIS publication data, and its effectiveness is verified through case studies.

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来源期刊
Visual Informatics
Visual Informatics Computer Science-Computer Graphics and Computer-Aided Design
CiteScore
6.70
自引率
3.30%
发文量
33
审稿时长
79 days
期刊最新文献
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