作为集合的数据

Ceilyn Boyd
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引用次数: 1

摘要

目的提出了一种数据的定义,称为数据集合。该定义适应数据的不同形式和含义;强调数据主体和数据工作者;并反映了数据在其创造和使用的整个生命周期中的社会技术方面。还介绍了描述数据、数据集和数据基础设施的结构和行为的可伸缩组合模型。将设计/方法/方法数据作为组合与数据的常见含义进行比较。还定义了组合模型的元素和关系,将其映射到美国人口普查数据集的解剖结构,并用于描述研究数据存储库的结构。用数据作为组合代替常见的数据定义丰富了信息科学和研究数据管理(RDM)框架。此外,尽管数据集和数据基础设施在规模、组成和外观上存在差异,但组装模型仍可用于描述它们。作为组合的原创性/价值数据有助于将数据定义为作为证据的材料和符号组件的可变、可移植、社会技术安排。该定义在信息科学和研究数据管理环境中很有用。装配模型提供了一种独立于规模的方式来描述数据、数据集和数据基础设施的结构和行为,并支持涉及它们的分析和比较。
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Data as assemblage
PurposeA definition of data called data as assemblage is presented. The definition accommodates different forms and meanings of data; emphasizes data subjects and data workers; and reflects the sociotechnical aspects of data throughout its lifecycle of creation and use. A scalable assemblage model describing the anatomy and behavior of data, datasets and data infrastructures is also introduced.Design/methodology/approachData as assemblage is compared to common meanings of data. The assemblage model's elements and relationships also are defined, mapped to the anatomy of a US Census dataset and used to describe the structure of research data repositories.FindingsReplacing common data definitions with data as assemblage enriches information science and research data management (RDM) frameworks. Also, the assemblage model is shown to describe datasets and data infrastructures despite their differences in scale, composition and outward appearance.Originality/valueData as assemblage contributes a definition of data as mutable, portable, sociotechnical arrangements of material and symbolic components that serve as evidence. The definition is useful in information science and research data management contexts. The assemblage model contributes a scale-independent way to describe the structure and behavior of data, datasets and data infrastructures and supports analyses and comparisons involving them.
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