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Moving beyond sequential design: Reflections on a rich multi-channel approach to data visualization

机译:超越顺序设计:对丰富的多渠道数据可视化方法的反思

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We reflect on a four-year engagement with transport authorities and others involving a large dataset describing the use of a public bicycle-sharing scheme. We describe the role visualization of these data played in fostering engagement with policy makers, transport operators, the transport research community, the museum and gallery sector and the general public. We identify each of these as ‘channels’—evolving relationships between producers and consumers of visualization—where traditional roles of the visualization expert and domain expert are blurred. In each case, we identify the different design decisions that were required to support each of these channels and the role played by the visualization process. Using chauffeured interaction with a flexible visual analytics system we demonstrate how insight was gained by policy makers into gendered spatio-temporal cycle behaviors, how this led to further insight into workplace commuting activity, group cycling behavior and explanations for street navigation choice. We demonstrate how this supported, and was supported by, the seemingly unrelated development of narrative-driven visualization via TEDx, of the creation and the setting of an art installation and the curating of digital and physical artefacts. We assert that existing models of visualization design, of tool/technique development and of insight generation do not adequately capture the richness of parallel engagement via these multiple channels of communication. We argue that developing multiple channels in parallel opens up opportunities for visualization design and analysis by building trust and authority and supporting creativity. This rich, non-sequential approach to visualization design is likely to foster serendipity, deepen insight and increase impact.
机译:我们考虑了与运输当局和其他机构的四年合作,其中涉及描述公共自行车共享计划使用情况的大型数据集。我们描述了这些数据可视化在促进与决策者,运输运营商,运输研究界,博物馆和画廊部门以及公众之间的互动中所发挥的作用。我们将这些视作“渠道”,即可视化的生产者和消费者之间不断发展的关系,其中可视化专家和领域专家的传统角色变得模糊。在每种情况下,我们都会确定支持每个渠道所需的不同设计决策以及可视化过程所扮演的角色。通过使用专职司机与灵活的可视化分析系统的交互,我们演示了决策者如何洞悉性别时空循环行为,如何进一步洞察工作场所的通勤活动,群体骑车行为以及对街道通行选择的解释。我们演示了这是如何通过TEDx支持叙事驱动的可视化开发,艺术装置的创建和设置以及数字和物理手工艺品的管理工作的,并得到它们的支持。我们断言,现有的可视化设计模型,工具/技术开发模型以及洞察力生成模型无法通过这些多种沟通渠道充分捕捉并行参与的丰富性。我们认为,通过建立信任和权威并支持创造力,并行开发多个渠道为可视化设计和分析打开了机会。这种丰富的,非顺序的可视化设计方法可能会促进偶然性,加深见识并增加影响。

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