A model for the visualization exploration process
A model for the visualization exploration process
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DOI：
10.1109/visual.2002.1183791
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发表时间：
2002-10
期刊：
影响因子：
--
通讯作者：
T. Jankun-Kelly;K. Ma;Michael Gertz
中科院分区：
文献类型：
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作者：
T. Jankun-Kelly;K. Ma;Michael Gertz
可视化研究的当前技术水平将重点放在从不同类型的数据中获得洞察的不同技术上。然而，很少有工作研究可视化过程本身。这项工作涉及可视化过程的信息内容--结果、历史以及这些结果之间的关系。讨论了可视化过程的特征，得出了可视化探索过程的一般模型。该模型基于一种新的参数推导演算，可用于自动报告、分析或直接可视化。还描述了用于使用该模型来表达可视化会话的基于XML的语言。然后，协作者可以共享和重复使用这些会话。该模型与XML表示一起，提供了一种有效的方法来利用可视化过程中的信息来进一步探索数据。
The current state of the art in visualization research places strong emphasis on different techniques to derive insight from disparate types of data. However, little work has investigated the visualization process itself. The information content of the visualization process - the results, history, and relationships between those results - is addressed by this work. A characterization of the visualization process is discussed, leading to a general model of the visualization exploration process. The model, based upon a new parameter derivation calculus, can be used for automated reporting, analysis, or visualized directly. An XML-based language for expressing visualization sessions using the model is also described. These sessions can then be shared and reused by collaborators. The model, along with the XML representation, provides an effective means to utilize information within the visualization process to further data exploration.