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Skipping the Replication Crisis in Visualization: Threats to Study Validity and How to Address Them : Position Paper

机译:在可视化中跳过复制危机:学习有效性的威胁以及如何解决它们:位置纸张

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摘要

Replications are rare in visualization research, but if they were more common, it is not unreasonable to believe that they would show a similar rate of unreproducible results as in the psychological and social sciences. While a replication crisis in visualization research would be a helpful wake-up call, examining and correcting the underlying problems in many studies is ultimately more productive.In this paper, we survey the state of replication in visualization research. We examine six threats to the validity of studies in visualization and suggest ways to address them. Finally, we describe possible models for publishing replications that satisfy the novelty criterion that can keep replications from being accepted.
机译:复制在可视化研究中是罕见的,但如果他们更常见,相信他们会表现出与心理和社会科学中的不可递销结果相似的速度并不惯。虽然可视化研究中的复制危机将是一个有用的唤醒呼叫,但审查和纠正许多研究中的潜在问题最终更加富有成效。在本文中,我们调查了可视化研究中的复制状态。我们研究了六种威胁可视化研究的有效性,并建议解决它们的方法。最后,我们描述了用于发布满足新颖性标准的复制的可能模型,这些标准可以保留可被接受的复制。

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