VISO:一个共享的、正式的知识库,作为半自动信息系统的基础

Jan Polowinski, M. Voigt
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引用次数: 19

摘要

交互式可视化分析系统可以帮助解决在不断增长的数据量中识别相关信息的问题。为了指导用户完成可视化任务,这些半自动系统需要存储和使用这一跨学科领域的知识。不幸的是,由于缺乏共享的形式化模型,存储在一个系统中的可视化知识无法在另一个系统中轻松重用。为了解决这个问题,我们引入了一个可视化本体(VISO),它对特定于可视化的概念和事实进行形式化建模。此外,我们给出了本体在两个系统中使用的第一个例子,并强调了社区如何参与扩展和改进它。
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VISO: a shared, formal knowledge base as a foundation for semi-automatic infovis systems
Interactive visual analytic systems can help to solve the problem of identifying relevant information in the growing amount of data. For guiding the user through visualization tasks, these semi-automatic systems need to store and use knowledge of this interdisciplinary domain. Unfortunately, visualisation knowledge stored in one system cannot easily be reused in another due to a lack of shared formal models. In order to approach this problem, we introduce a visualization ontology (VISO) that formally models visualization-specific concepts and facts. Furthermore, we give first examples of the ontology's use within two systems and highlight how the community can get involved in extending and improving it.
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