An Analysis and Visualization Tool for DBLP Data

被引:3
|
作者
Burch, Michael [1 ]
Pompe, Daniel [1 ]
Weiskopf, Daniel [1 ]
机构
[1] Univ Stuttgart, VISUS, Stuttgart, Germany
关键词
D O I
10.1109/iV.2015.38
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Digital Bibliography and Library Project (DBLP) is a popular computer science bibliography website hosted at the University of Trier in Germany. It currently contains 2,722,212 computer science publications with additional information about the authors and conferences, journals, or books in which these are published. Although the database covers the majority of papers published in this field of research, it is still hard to browse the vast amount of textual data manually to find insights and correlations in it, in particular time-varying ones. This is also problematic if someone is merely interested in all papers of a specific topic and possible correlated scientific words which may hint at related papers. To close this gap, we propose an interactive tool which consists of two separate components, namely data analysis and data visualization. We show the benefits of our tool and explain how it might be used in a scenario where someone is confronted with the task of writing a state-of-the-art report on a specific topic. We illustrate how data analysis, data visualization, and the human user supported by interaction features can work together to find insights which makes typical literature search tasks faster.
引用
收藏
页码:163 / 170
页数:8
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