降低成功复制和评估的障碍

Hendrik Lücke-Tieke, Marcel Beuth, Philipp Schader, T. May, J. Bernard, J. Kohlhammer
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引用次数: 5

摘要

可视化技术的评估既复杂又耗时。我们提出了一个系统,旨在简化设计,创建和执行在网络可视化控制实验。我们包括可参数化的可视化生成服务,从而将可视化实现从研究设计和执行中分离出来。这使实验人员能够在同一可视化服务上并行设计和运行多个实验,复制实验,并快速比较不同的可视化服务。该系统支持从简单的问卷调查到可视化特定交互技术的范围,以及基于参数空间动态采样的自动任务生成。我们将提供两个示例来演示我们基于服务的方法。一个例子演示了如何进行一系列连续的实验,而另一个例子包括一个扩展的复制研究。
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Lowering the Barrier for Successful Replication and Evaluation
Evaluation of a visualization technique is complex and time-consuming. We present a system that aims at easing design, creation and execution of controlled experiments for visualizations in the web. We include of parameterizable visualization generation services, thus separating the visualization implementation from study design and execution. This enables experimenters to design and run multiple experiments on the same visualization service in parallel, replicate experiments, and compare different visualization services quickly. The system supports the range from simple questionnaires to visualization-specific interaction techniques as well as automated task generation based on dynamic sampling of parameter spaces. We feature two examples to demonstrate our service-based approach. One example demonstrates how a suite of successive experiments can be conducted, while the other example includes an extended replication study.
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