A Design Space of Visualization Tasks

被引:128
作者
Schulz, Hans-Joerg [1 ]
Nocke, Thomas [2 ]
Heitzler, Magnus [2 ]
Schumann, Heidrun [1 ]
机构
[1] Univ Rostock, D-18055 Rostock, Germany
[2] Potsdam Inst Climate Impact Res, Potsdam, Germany
关键词
Task taxonomy; design space; climate impact research; visualization recommendation;
D O I
10.1109/TVCG.2013.120
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Knowledge about visualization tasks plays an important role in choosing or building suitable visual representations to pursue them. Yet, tasks are a multi-faceted concept and it is thus not surprising that the many existing task taxonomies and models all describe different aspects of tasks, depending on what these task descriptions aim to capture. This results in a clear need to bring these different aspects together under the common hood of a general design space of visualization tasks, which we propose in this paper. Our design space consists of five design dimensions that characterize the main aspects of tasks and that have so far been distributed across different task descriptions. We exemplify its concrete use by applying our design space in the domain of climate impact research. To this end, we propose interfaces to our design space for different user roles (developers, authors, and end users) that allow users of different levels of expertise to work with it.
引用
收藏
页码:2366 / 2375
页数:10
相关论文
共 64 条
[1]  
Abhirami K., Vasan K., Understanding user intentions in pervasive computing environment, Proc. of ICCEET'12, pp. 873-876, (2012)
[2]  
Ahn J.-W., Plaisant C., Shneiderman B., A task taxonomy for network evolution analysis, Technical Report 2012/13 University of Maryland, (2012)
[3]  
Aigner W., Miksch S., Schumann H., Tominski C., Visualization of Time-Oriented Data, (2011)
[4]  
Amar R., Eagan J., Stasko J., Low-level components of analytic activity in information visualization, Proceedings - IEEE Symposium on Information Visualization, INFO VIS, pp. 111-117, (2005)
[5]  
Amar R.A., Stasko J.T., A knowledge task-based framework for design and evaluation of information visualizations, Proc. of IEEE InfoVis'04, pp. 143-149, (2004)
[6]  
Amar R.A., Stasko J.T., Knowledge precepts for design and evaluation of information visualizations, IEEE Transactions on Visualization and Computer Graphics, 11, 4, pp. 432-442, (2005)
[7]  
Andrienko N., Andrienko G., Exploratory Analysis of Spatial and Temporal Data-A Systematic Approach, (2006)
[8]  
Baudel T., Broeksema B., Capturing the design space of sequential space-filling layouts, IEEE Transactions on Visualization and Computer Graphics, 18, 12, pp. 2593-2602, (2012)
[9]  
Becks A., Seeling C., A task-model for text corpus analysis in knowledge management, Proc. of UM-2001, (2001)
[10]  
Belkin N.J., Cool C., Stein A., Thiel U., Cases, scripts, and information-seeking strategies: On the design of interactive information retrieval systems, Expert Systems with Applications, 9, 3, pp. 379-395, (1995)