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Information visualization and large-scale repositories

机译:信息可视化和大型存储库

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Purpose - To describe how information visualization can be used in the design of interface tools for large-scale repositories. Design/methodology/approach - One challenge for designers in the context of large-scale repositories is to create interface tools that help users find specific information of interest. In order to be most effective, these tools need to leverage the cognitive characteristics of the target users. At the Los Alamos National Laboratory, the authors' target users are scientists and engineers who can be characterized as higher-order, analytical thinkers. In this paper, the authors describe a visualization tool they have created for making the authors' large-scale digital object repositories more usable for them: SearchGraph, which facilitates data set analysis by displaying search results in the form of a two- or three-dimensional interactive scatter plot. Findings - Using SearchGraph, users can view a condensed, abstract visualization of search results. They can view the same dataset from multiple perspectives by manipulating several display, sort, and filter options. Doing so allows them to see different patterns in the dataset. For example, they can apply a logarithmic transformation in order to create more scatter in a dense cluster of data points or they can apply filters in order to focus on a specific subset of data points. Originality/value - SearchGraph is a creative solution to the problem of how to design interface tools for large-scale repositories. It is particularly appropriate for the authors' target users, who are scientists and engineers. It extends the work of the first two authors on ActiveGraph, a read-write digital library visualization tool.
机译:目的-描述如何在大型存储库的界面工具设计中使用信息可视化。设计/方法/方法-在大型存储库中,设计人员面临的一项挑战是创建界面工具,以帮助用户找到感兴趣的特定信息。为了最有效,这些工具需要利用目标用户的认知特征。在洛斯阿拉莫斯国家实验室,作者的目标用户是科学家和工程师,可以被认为是高阶的分析思想家。在本文中,作者介绍了他们创建的一种可视化工具,以使作者的大型数字对象存储库对他们更有用:SearchGraph,它通过以两种或三种形式显示搜索结果来促进数据集分析。维交互式散点图。结果-使用SearchGraph,用户可以查看搜索结果的简明摘要。他们可以通过操纵几个显示,排序和过滤器选项,从多个角度查看同一数据集。这样可以使他们看到数据集中的不同模式。例如,他们可以应用对数变换以在密集的数据点群集中创建更多的散布,或者可以应用过滤器以专注于数据点的特定子集。原创性/价值-SearchGraph是一种创造性的解决方案,用于解决如何为大型存储库设计接口工具的问题。特别适合作者的目标用户,即科学家和工程师。它扩展了ActiveGraph(可读写的数字图书馆可视化工具)上的前两位作者的工作。

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