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Context from the data reuser's point of view

机译:从数据重用者的角度来看上下文

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Purpose Taking the researchers' perspective, the purpose of this paper is to examine the types of context information needed to preserve data's meaning in ways that support data reuse. Design/methodology/approach This paper is based on a qualitative study of 105 researchers from three disciplinary communities: quantitative social science, archaeology and zoology. The study focused on researchers' most recent data reuse experience, particularly what they needed when deciding whether to reuse data. Findings Findings show that researchers mentioned 12 types of context information across three broad categories: data production information (data collection, specimen and artifact, data producer, data analysis, missing data, and research objectives); repository information (provenance, reputation and history, curation and digitization); and data reuse information (prior reuse, advice on reuse and terms of use). Originality/value This paper extends digital curation conversations to include the preservation of context as well as content to facilitate data reuse. When compared to prior research, findings show that there is some generalizability with respect to the types of context needed across different disciplines and data sharing and reuse environments. It also introduces several new context types. Relying on the perspective of researchers offers a more nuanced view that shows the importance of the different context types for each discipline and the ways disciplinary members thought about them. Both data producers and curators can benefit from knowing what to capture and manage during data collection and deposit into a repository.
机译:目的从研究人员的角度出发,本文的目的是研究以支持数据重用的方式保留数据含义所需的上下文信息类型。设计/方法论/方法本文基于定性研究,来自三个学科领域的105名研究人员:定量社会科学,考古学和动物学。该研究集中于研究人员最近的数据重用经验,尤其是他们在决定是否重用数据时需要的经验。研究结果表明研究人员提到了三大类的12种上下文信息:数据产生信息(数据收集,标本和人工制品,数据产生者,数据分析,缺失数据和研究目标);仓库信息(来源,声誉和历史,策展和数字化);以及数据重用信息(事先重用,有关重用的建议和使用条款)。原创性/价值本文扩展了数字策展对话,以包括上下文和内容的保存以促进数据重用。与以前的研究相比,研究结果表明,跨不同学科以及数据共享和重用环境所需的上下文类型具有一定的可概括性。它还引入了几种新的上下文类型。依靠研究人员的观点,可以提供更为细致入微的观点,该观点表明了不同情境类型对于每门学科的重要性以及学科成员对它们的思考方式。知道数据收集和存入存储库期间要捕获和管理的内容,数据生产者和策展人都可以从中受益。

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