VizInteract: Rapid Data Exploration Through Multi-touch Interaction with Multi-dimensional Visualizations

被引:3
作者
Chakraborty, Supratim [1 ]
Stuerzlinger, Wolfgang [1 ]
机构
[1] Simon Fraser Univ, Sch Interact Arts & Technol, Vancouver, BC, Canada
来源
HUMAN-COMPUTER INTERACTION, INTERACT 2021, PT III | 2021年 / 12934卷
关键词
Visualization; Visual analytics; Multi-touch; Large touchscreen; INFORMATION VISUALIZATION; PEN; DESIGN;
D O I
10.1007/978-3-030-85613-7_39
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Creating and editing multi-dimensional data visualizations with current tools typically involves complex interactions. We present VizInteract, an interactive data visualization tool for touch-enabled displays. VizInteract supports efficient multi-touch data exploration through rapid construction of and interaction with multi-dimensional data visualizations. Building on primitive visualization idioms like histograms, VizInteract addresses the need for easy data exploration by facilitating the construction of multi-dimensional visualizations, such as scatter plots, parallel coordinate plots, radar charts, and scatter plot matrices, through simple multi-touch actions. Touch-based brushing-and-linking as well as attribute-based filter bubbles support "diving into the data" during analysis. We present the results of two explorative studies, one on a tablet and another on a large touchscreen and analyze the usage patterns that emerge while participants conducted visual analytics data exploration tasks in both conditions.
引用
收藏
页码:610 / 632
页数:23
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