设计一个以用户为中心的交互式数据叙述框架

Yangjinbo Zhang, A. Lugmayr
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引用次数: 3

摘要

大数据研究以及复杂数据挖掘方法的发展,除了需要对算法进行研究外,还需要找到更好的方式将数据源中包含的信息传递给最终用户。通过改进数据可视化方法,我们能够创建数据源的可视化表示,使用户能够更深入地了解数据。几千年来,故事是人类之间交流复杂信息的主要媒介。在这项研究工作中,我们试图通过开发交互式数据故事框架来融合故事叙述和数据可视化。我们的目标是将数据中包含的知识传达给普通受众,并利用澳大利亚的能源消耗数据作为可视化能源消耗和生产等方面的示范案例。我们描述了促成这个框架的基本元素和理论,并特别关注以用户为中心的设计方面。我们确定了最终用户的需求,并通过原型实现说明了整个框架的实际应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Designing a User-Centered Interactive Data-Storytelling Framework
Big Data research, and the development of sophisticating data mining methods requires besides algorithm research, also finding better ways to convey information contained in data sources to the end-user. Through improving data visualization methods, we are able to create visual presentations of data sources allowing users to gain a deeper understanding of data. For several millennia, stories where the major medium to communicate complex messages between humans. Within this research work we attempt to converge both, storytelling and data visualization through the development of an interactive data storytelling framework. Our goal is to communicate knowledge contained in data to a general audience and utilize Australia's energy consumption data as an exemplary case for visualizing aspects as energy consumption and production. We describe the essential elements and theories contributing to this framework, and give special attention to user-centered design aspects. We identify end-user requirements, and illustrate the practical application of the overall framework through a prototype implementation.
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