The State-of-the-Art of Set Visualization

被引:86
作者
Alsallakh, Bilal [1 ]
Micallef, Luana [2 ,3 ]
Aigner, Wolfgang [1 ,4 ]
Hauser, Helwig [5 ]
Miksch, Silvia [1 ]
Rodgers, Peter [3 ]
机构
[1] Vienna Univ Technol, Vienna, Austria
[2] Aalto Univ, HIIT, Espoo, Finland
[3] Univ Kent, Canterbury, Kent, England
[4] St Poelten Univ Appl Sci, St Polten, Austria
[5] Univ Bergen, Bergen, Norway
基金
奥地利科学基金会;
关键词
information visualization; visualization; PROPORTIONAL EULER DIAGRAMS; INTERACTIVE VISUAL ANALYSIS; FORCE-DIRECTED LAYOUT; EXPLORATION; LATTICES; SUPPORTS;
D O I
10.1111/cgf.12722
中图分类号
TP31 [计算机软件];
学科分类号
081205 [计算机软件];
摘要
Sets comprise a generic data model that has been used in a variety of data analysis problems. Such problems involve analysing and visualizing set relations between multiple sets defined over the same collection of elements. However, visualizing sets is a non-trivial problem due to the large number of possible relations between them. We provide a systematic overview of state-of-the-art techniques for visualizing different kinds of set relations. We classify these techniques into six main categories according to the visual representations they use and the tasks they support. We compare the categories to provide guidance for choosing an appropriate technique for a given problem. Finally, we identify challenges in this area that need further research and propose possible directions to address these challenges. Further resources on set visualization are available at .
引用
收藏
页码:234 / 260
页数:27
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