领域专家对基于地图的动态数据集可视化的利用研究

Q3 Social Sciences Human Geographies Pub Date : 2022-06-30 DOI:10.3390/geographies2030024
Kenji Wada, Günter Wallner, S. Vos
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引用次数: 1

摘要

随着信息技术和地理信息科学的快速发展,许多基于地图的可视化决策应用被提出。这些应用程序用于各种上下文中。我们的研究提供了经验证据,说明领域专家如何利用基于地图的数据可视化来生成与健康相关概念相关的活力洞察。我们进行了一项研究,以了解领域专家的知识、方法和经验。9位领域专家参与了这项研究,其中政府、商业和研究领域各有3位专家。这项研究采用了一种混合方法,包括在线调查、开放式任务和半结构化访谈。为此,为开放式任务开发了一个基于地图的数据可视化应用程序,其中包含各种与活力相关的数据集。我们的研究证实了地图在这一领域的重要性,但也表明,活力是强烈的地理。此外,我们发现基于地图的可视化需要多个数据源和维度来提高它们在活力背景下的利用率。因此,我们的研究表明,有必要将多个数据集组合为“活力主题”,以便有效地与专家沟通这一特定主题。因此,我们的结果为设计基于地图的数据可视化提供了指导,这些可视化支持了活力领域各个领域专家的决策过程。
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Studying the Utilization of a Map-Based Visualization with Vitality Datasets by Domain Experts
With the rapid growth of information technology and geographic information science, many map-based visualization applications for decision-making have been proposed. These applications are used in various contexts. Our study provides empirical evidence of how domain experts utilize map-based data visualization for generating insights into vitality with respect to health-related concepts. We conducted a study to understand domain experts’ knowledge, approach, and experience. Nine domain experts participated in the study, with three experts each from the fields of government, business, and research. The study followed a mixed-methods approach involving an online survey, open-ended tasks, and semi-structured interviews. For this purpose, a map-based data visualization application containing various vitality-related datasets was developed for the open-ended tasks. Our study confirms the importance of maps in this domain but also shows that vitality is strongly geographical. Furthermore, we found that map-based visualizations require multiple data sources and dimensions to enhance the utilization of them in the context of vitality. Therefore, our study suggests the necessity of a combination of multiple datasets as ‘vitality themes’ to efficiently communicate this particular subject to experts. As such, our results provide guidelines for designing map-based data visualizations that support the decision-making process across various domain experts in the field of vitality.
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来源期刊
Human Geographies
Human Geographies Social Sciences-Geography, Planning and Development
CiteScore
1.10
自引率
0.00%
发文量
7
审稿时长
8 weeks
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