Qualitative studies on human-data interaction and data analysis collaboration in Latin America

C. Q. Santos, M. Silveira
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引用次数: 1

Abstract

Professionals from different areas deal with data in various formats and do not always know how to extract information and knowledge from those datasets. Our studies focused on getting the user (data analyst) to reflect and project interactive narrative visualizations based on data. We used a model to help users to build knowledge about computing resources and techniques they may appropriate and employ in a data analysis context. Our results indicate pertinent ways of representing relevant narrative aspects in data visualizations. The purpose of this work is to investigate people's needs in relation to data analysis, and define strategies and solutions to bridge the gap between data-analysis professionals and computational solutions. Additionally, given the importance of culture in HDI research, we believe we need to direct our efforts to develop human-data interaction in LatAm context.
拉丁美洲人-数据交互和数据分析合作的定性研究
来自不同领域的专业人员处理各种格式的数据,并不总是知道如何从这些数据集中提取信息和知识。我们的研究重点是让用户(数据分析师)反映和投影基于数据的交互式叙事可视化。我们使用一个模型来帮助用户建立有关计算资源和技术的知识,这些资源和技术可能适合并应用于数据分析上下文中。我们的结果表明了在数据可视化中表示相关叙事方面的相关方法。这项工作的目的是调查人们对数据分析的需求,并定义策略和解决方案,以弥合数据分析专业人员和计算解决方案之间的差距。此外,考虑到文化在人类发展指数研究中的重要性,我们认为我们需要在拉丁美洲的背景下发展人-数据交互。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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