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A Context-Based Adaptive Visualization Environment

机译:基于上下文的自适应可视化环境

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Digital libraries and historical archives are increasingly employing visualization systems to facilitate the information retrieval and knowledge extraction tasks of their users. Typically, each organization employs a single visualization system, which may not suit best the needs of certain user groups, specific tasks, or properties of document collections to be visualized. In this paper we present a context-based adaptive visualization environment, which embeds a set of visualization methods into a visualization library, from which the most appropriate one is selected for presenting information to the user. Methods are selected by examining parameters related to the user profile, system configuration and the set of data to be visualized, and employing a set of rules to assess the suitability of each method. The presented environment additionally monitors user behavior and preferences to adapt the visualization method selection criteria.
机译:数字图书馆和历史档案越来越多地采用可视化系统,以促进其用户的信息检索和知识开采任务。通常,每个组织都使用单个可视化系统,这可能不适合某些用户组,特定任务或要可视化的文档集合属性的需求。在本文中,我们提出了一种基于上下文的自适应可视化环境,其将一组可视化方法嵌入到可视化库中,从中选择最合适的方法来向用户呈现信息。通过检查与用户简档,系统配置和要可视化的数据集相关的参数来选择方法,并采用一组规则来评估每个方法的适用性。所呈现的环境还可监控用户行为和首选项以调整可视化方法选择标准。

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