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Data-Seeking Behaviour in the Social Sciences

机译:社会科学中寻求数据行为

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Purpose Publishing research data for reuse has become good practice in recent years. However, not much is known on how researchers actually find said data. In this exploratory study, we observe the information-seeking behaviour of social scientists searching for research data to reveal impediments and identify opportunities for data search infrastructure.Methods We asked 12 participants to search for research data and observed them in their natural environment. The sessions were recorded. Afterwards, we conducted semi-structured interviews to get a thorough understanding of their way of searching. From the recordings, we extracted the interaction behaviour of the participants and analysed the spoken words both during the search task and the interview by creating affinity diagrams. Results We found that literature search is more closely intertwined with dataset search than previous literature suggests. Both the search itself and the relevance assessment are very complex, and many different strategies are employed, including the creatively "misuse" of existing tools, since no appropriate tools exist or are unknown to the participants.Conclusion Many of the issues we found relate directly or indirectly to the application of the FAIR principles, but some, like a greater need for dataset search literacy, go beyond that. Both infrastructure and tools offered for dataset search could be tailored more tightly to the observed work processes, particularly by offering more interconnectivity between datasets, literature, and other relevant materials.
机译:目的出版重复使用的研究数据近年来已成为良好的做法。然而,对研究人员真正找到所述数据的人来说并不多。在这项探索性研究中,我们遵守社会科学家的寻求信息行为,寻找研究数据,揭示障碍,并确定数据搜索基础设施的机会。我们要求12名参与者搜索研究数据并在自然环境中观察它们。会议被记录。之后,我们进行了半结构化访谈,以彻底了解他们的搜索方式。从录音中,我们提取了参与者的交互行为,并通过创建亲和图来分析搜索任务和面试中的口语。结果我们发现文献搜索与数据集搜索更紧密地与以前的文献暗示。搜索本身和相关性评估都非常复杂,并且采用了许多不同的策略,包括现有工具的创造性“滥用”,因为与会者没有适当的工具或未知。结论我们发现的许多问题直接相关或间接地对公平原则的应用,但是一些,比如更需要的数据集搜索素养,超越这一点。提供用于DataSet搜索的基础架构和工具,可以更紧密地定制到所观察到的工作流程,特别是通过在数据集,文献和其他相关材料之间提供更多互连。

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