论文标题

在Evobio设计研究中进行严格实验的见解

Insights From Experiments With Rigor in an EvoBio Design Study

论文作者

Rogers, Jen, Patton, Austin H., Harmon, Luke, Lex, Alexander, Meyer, Miriah

论文摘要

设计研究是进行问题驱动可视化研究的既定方法。学术可视化社区性工作为设计研究提供了大量的工作,并由少数理论框架所告知,并应用于广泛的应用领域。结果是对可视化设计的大量见解,对新颖的可视化技术和系统的重视是这些研究的主要贡献。在最近的工作中,我们提出了关于设计研究的新的,解释主义的观点,以及六个伴随的严谨标准,强调了研究巨星的机会,贡献了超越可视化成语和软件的知识。在这项工作中,我们与进化生物学家进行了为期一年的合作,以开发一种交互式工具,用于视觉探索多变量数据集和系统发育树。在这项设计研究期间,我们尝试了支持三个严格标准的方法:丰富,反身和透明。作为阿森特,我们为分析多元系统发育数据集的分析提供了两种新颖的可视化技术,这三个用于进行设计研究的方法论是从我们实验过程中的反思中得出的,以及两个用于报告解释性设计研究的写作设备。我们提供这项工作,以实施严格的标准来产生各种知识贡献。

Design study is an established approach of conducting problem-driven visualization research. The academic visualizationcommunity has produced a large body of work for reporting on design studies, informed by a handful of theoretical frameworks, andapplied to a broad range of application areas. The result is an abundance of reported insights into visualization design, with anemphasis on novel visualization techniques and systems as the primary contribution of these studies. In recent work we proposeda new, interpretivist perspective on design study and six companion criteria for rigor that highlight the opportunities for researchersto contribute knowledge that extends beyond visualization idioms and software. In this work we conducted a year-long collaborationwith evolutionary biologists to develop an interactive tool for visual exploration of multivariate datasets and phylogenetic trees. Duringthis design study we experimented with methods to support three of the rigor criteria:ABUNDANT,REFLEXIVE, andTRANSPARENT. As aresult we contribute two novel visualization techniques for the analysis of multivariate phylogenetic datasets, three methodologicalrecommendations for conducting design studies drawn from reflections over our process of experimentation, and two writing devices forreporting interpretivist design study. We offer this work as an example for implementing the rigor criteria to produce a diverse range ofknowledge contributions.

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