Hummod浏览器:用于分析全身生理模拟数据的探索性可视化工具

Keqin Wu, Jing Chen, W. Pruett, R. Hester
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引用次数: 9

摘要

我们提出HumMod浏览器,一个多尺度探索性可视化工具,允许生理学家探索人类生理学模拟数据超过6000个属性。我们首先提出了一种标记云技术来揭示时变属性的重要性,然后研究了标记云链如何形成一个探索性的可视化,以帮助多个数据集的比较和查询。目的之一是减少理解大属性空间中复杂交互的高认知工作量。产生的HumMod浏览器可以让生理学家灵活地控制可视化显示,以便快速理解复杂的模拟结果。可视化是通过隐喻气泡界面构建的,允许动态视图控制,数据关系和上下文信息随着生理学家在层次或因果关系中查询连接的气泡组而展开。HumMod浏览器为交互设计做出了贡献,为一种新型的生理建模数据提供了多尺度协同交互探索。有两个案例研究报告了包含6000多个生理属性的真实数据集,这为HumMod浏览器在支持有效的大属性空间探索方面的有用性提供了支持性证据。
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Hummod browser: An exploratory visualization tool for the analysis of whole-body physiology simulation data
We present HumMod Browser, a multi-scale exploratory visualization tool that allows physiologists to explore human physiology simulation data with more than 6000 attributes. We first present a tag cloud technique to reveal the significance of time-varying attributes and then study how a chain of tag clouds can form an exploratory visuailzation that assist multiple dataset comparison and query. One purpose is to reduce the high cognitive workload of understanding complex interactions within the large attribute space. The HumMod Browser produced can give physiologists flexible control over the visualization displayed for quick understanding of complicated simulation results. The visualization is constructed through the metaphorical bubble interface to allow dynamic view controls and the data relationships and context informaiton unfold as physiologists querying groups of connected bubbles within the hierarchical or causal relationships. HumMod Browser contributions to the interaction design and provides multi-scale coordinated interactive exploration for a new type of physiological modeling data. Two case studies have been reported with real datasets containing more than 6000 physiology attributes, which provide supportive evidence on the usefulness of HumMod Browser in supporting effective large-attribute-space exploration.
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