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Dynamic Knowledge Mapping: A Visualization Approach for Knowledge Management Systems

机译:动态知识映射:知识管理系统的可视化方法

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Visualizing the contents of knowledge management systems allows for better comprehensibility of the knowledge base, gives a condensed overview, and provides entry points to particular knowledge items. In this context, two different visualization approaches have been proposed in the literature. On the one hand, algorithm-based approaches have been introduced, which are capable of automated generation of reproducible visualizations. On the other hand, visualizations such as knowledge maps have to be created individually by domain experts. In this paper, we propose a combined approach of dynamic knowledge mapping, which is based on a manual creation of the underlying context (e.g., the metaphor) of the visualization. The particular knowledge items, however, are mapped onto this background automatically in response to changes in the knowledge base. Thus, our approach benefits from the use of a challenging graphical context while allowing for an automated generation of visualizations.
机译:可视化知识管理系统的内容可以更好地理解知识库,提供简要概述,并提供特定知识项的切入点。在这种情况下,文献中提出了两种不同的可视化方法。一方面,已经引入了基于算法的方法,该方法能够自动生成可再现的可视化图像。另一方面,诸如知识图的可视化必须由领域专家单独创建。在本文中,我们提出了一种动态知识映射的组合方法,该方法基于手动创建可视化的基础上下文(例如隐喻)。但是,特定的知识项目会根据知识库的更改自动映射到此背景。因此,我们的方法受益于使用具有挑战性的图形上下文,同时允许自动生成可视化效果。

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