数据可视化如何支持跨学科研究?LuxTIME:研究贝尔瓦尔的历史暴露学。

IF 2.4 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Frontiers in Big Data Pub Date : 2023-09-29 eCollection Date: 2023-01-01 DOI:10.3389/fdata.2023.1164885
Dagny Aurich, Aida Horaniet Ibañez
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引用次数: 0

摘要

卢森堡时光机(LuxTIME)是一个跨学科项目,研究位于卢森堡南部的米内特地区工业化期间的历史博览会。暴露体研究包括影响人群健康的所有外部和内部非遗传因素,如空气污染、绿地、噪音、工作条件、体育活动和饮食。由于跨学科项目的范围很广,贝尔瓦尔博览会的历史研究涉及从卢森堡国家档案馆、各种地方档案馆(如阿尔泽特河畔埃斯赫和萨内姆市)、国家图书馆、国家统计局图书馆、卢森堡国家地理门户网站、,来自其他研究中心的科学数据,以及来自埃卢克森布根西亚数字化报纸和期刊的信息。进行数据收集和由此产生的清单是为了创建一个概念验证,以批判性地测试多层次研究设计在贝尔瓦尔历史博览会研究中的潜力。整个项目的指导导航工具是数据可视化。它促进了对收集到的数据(或只是数据)和元数据的探索。它也是绘制知识图谱和确定项目范围的宝贵工具。此外,不同的数据可视化技术有助于我们反思知识共享的过程,了解某些主题的相关性在整个项目中是如何变化的以及为什么变化的,并了解不同期刊的出版过程和参与者的经验。数据可视化不仅被用作达到目的的一种手段,而且还被用来接受沙堡的想法,使用一种推测性和面向过程的方法来推进所有相关研究领域的知识。LuxTIME已被证明是一个理想的案例研究,可以探索不同的数据可视化概念和技术所提供的可能性,从而形成一个数据可视化工具箱,可以在其他跨学科项目中进行评估和扩展。
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How can data visualization support interdisciplinary research? LuxTIME: studying historical exposomics in Belval.

The Luxembourg Time Machine (LuxTIME) is an interdisciplinary project that studies the historical exposome during the industrialization of the Minett region, located in the south of Luxembourg. Exposome research encompasses all external and internal non-genetic factors influencing the health of the population, such as air pollution, green spaces, noise, work conditions, physical activity, and diet. Due to the wide scope of the interdisciplinary project, the historical study of the exposome in Belval involved the collection of quantitative and qualitative data from the National Archive of Luxembourg, various local archives (e.g., the communes of Esch-sur-Alzette and Sanem), the National Library, the Library of National Statistics STATEC, the National Geoportal of Luxembourg, scientific data from other research centers, and information from newspapers and journals digitized in eluxemburgensia. The data collection and the resulting inventory were performed to create a proof of concept to critically test the potential of a multi-layered research design for the study of the historical exposome in Belval. The guiding navigation tool throughout the project was data visualization. It has facilitated the exploration of the data collected (or just the data) and the metadata. It has also been a valuable tool for mapping knowledge and defining the scope of the project. Furthermore, different data visualization techniques have helped us to reflect on the process of knowledge sharing, to understand how the relevance of certain topics changed throughout the project and why, and to learn about the publication process in different journals and the experience of the participants. Data visualization is used not only as a means to an end but also to embrace the idea of sandcastles using a speculative and process-oriented approach to advance knowledge within all research fields involved. LuxTIME has proven to be an ideal case study to explore the possibilities offered by different data visualization concepts and techniques resulting in a data visualization toolbox that could be evaluated and extended in other interdisciplinary projects.

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来源期刊
CiteScore
5.20
自引率
3.20%
发文量
122
审稿时长
13 weeks
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