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利用 SurVis 进行科学文献集合的可视化分析与传播

Visual Analysis and Dissemination of Scientific Literature Collections with SurVis.

出版信息

IEEE Trans Vis Comput Graph. 2016 Jan;22(1):180-9. doi: 10.1109/TVCG.2015.2467757.

DOI:10.1109/TVCG.2015.2467757
PMID:26529698
Abstract

Bibliographic data such as collections of scientific articles and citation networks have been studied extensively in information visualization and visual analytics research. Powerful systems have been built to support various types of bibliographic analysis, but they require some training and cannot be used to disseminate the insights gained. In contrast, we focused on developing a more accessible visual analytics system, called SurVis, that is ready to disseminate a carefully surveyed literature collection. The authors of a survey may use our Web-based system to structure and analyze their literature database. Later, readers of the survey can obtain an overview, quickly retrieve specific publications, and reproduce or extend the original bibliographic analysis. Our system employs a set of selectors that enable users to filter and browse the literature collection as well as to control interactive visualizations. The versatile selector concept includes selectors for textual search, filtering by keywords and meta-information, selection and clustering of similar publications, and following citation links. Agreement to the selector is represented by word-sized sparkline visualizations seamlessly integrated into the user interface. Based on an analysis of the analytical reasoning process, we derived requirements for the system. We developed the system in a formative way involving other researchers writing literature surveys. A questionnaire study with 14 visual analytics experts confirms that SurVis meets the initially formulated requirements.

摘要

书目数据,如科学文章的集合和引文网络,在信息可视化和可视分析研究中得到了广泛的研究。已经构建了强大的系统来支持各种类型的书目分析,但它们需要一些培训,并且不能用于传播所获得的见解。相比之下,我们专注于开发一种更易于访问的可视分析系统,称为 SurVis,它可以随时传播经过精心调查的文献集。调查的作者可以使用我们的基于 Web 的系统来构建和分析他们的文献数据库。之后,调查的读者可以获得概述,快速检索特定出版物,并复制或扩展原始书目分析。我们的系统采用了一组选择器,使用户能够过滤和浏览文献集,以及控制交互式可视化。多功能选择器概念包括用于文本搜索、按关键字和元信息过滤、选择和聚类相似出版物以及跟踪引文链接的选择器。对选择器的同意表示为无缝集成到用户界面中的字大小 Sparkline 可视化。基于对分析推理过程的分析,我们得出了系统的要求。我们以涉及其他研究人员编写文献调查的形成方式开发了该系统。一项针对 14 名可视分析专家的问卷调查研究证实,SurVis 满足最初制定的要求。

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