大数据:图书馆的机遇与挑战,系统文献综述

IF 1.4 3区 管理学 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE
E. Garoufallou, Panorea Gaitanou
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引用次数: 18

摘要

目前,“大数据”是一个新兴领域,它在数据的捕获、存储、搜索、结构和可视化方面提出了几个信息技术挑战。组织面临的真正挑战是找到从中提取价值的方法,并为客户提供更好的服务。学术机构和其他机构产生的数据庞大而复杂。图书馆面临着新的挑战,因为他们试图确定自己在组织内处理大数据的角色,并利用它来开发服务。因此,在大多数组织中,图书馆将不具备在没有帮助的情况下构建新服务的知识。此外,图书馆一直是信息处理者和技术采用者;因此,大数据技术肯定会影响他们的环境。本文的目的是通过系统的文献综述来探讨所有这些问题,揭示支撑本文论点的理论。它试图回答几个研究问题,比如图书馆员如何参与大数据时代?大数据在图书馆环境下的未来研究发展方向是什么?该研究只考虑了2012年至2018年间发表的英文论文,并根据每篇论文所涉及的图书馆类型对所收集的文献进行了分组。因此,它在所有类型的库的上下文中确定了新的和不断发展的角色。此外,该研究还提供了几个有趣的表格,旨在帮助图书馆员找到相关文章,这些文章将为他们的实践提供信息,并指导大型复杂数据集用户的服务开发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Big Data: Opportunities and Challenges in Libraries, a Systematic Literature Review
Currently “Big Data” is an emerging field that presents several Information Technology challenges regarding the capture, storage search, structure, and visualization of this data. The real challenge for organizations is to find ways to extract value from it and provide better services to their clients. The data generated in academic and other institutions is vast and complex. Libraries face new challenges as they seek to determine their role in the handling of Big Data within their organization and use it to develop services. Thus, in most organizations, libraries will not have the knowledge to build new services unaided. Furthermore, libraries have always been information handlers and technology adopters; therefore, Big Data technologies will certainly affect their context. The purpose of this paper is to explore all these issues through a systematic literature review, unveiling the theories that underpin the paper’s argument. It attempts to answer several research questions, such as how librarians are involved in the Big Data era? And what are the future research developments of Big Data within the library context? The study considered only papers published between 2012 and 2018 in English and presents the collected literature by grouping them according to the type of library each paper refers to. Thus, it identifies new and evolving roles in the context of all types of libraries. In addition, the study presents several interesting tables, which aim to help librarians locate relevant articles that will inform their practice and guide service development for users of large and complex datasets.
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来源期刊
College & Research Libraries
College & Research Libraries INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
3.10
自引率
22.20%
发文量
63
审稿时长
45 weeks
期刊介绍: College & Research Libraries (C&RL) is the official scholarly research journal of the Association of College & Research Libraries, a division of the American Library Association, 50 East Huron St., Chicago, IL 60611. C&RL is a bimonthly, online-only publication highlighting a new C&RL study with a free, live, expert panel comprised of the study''s authors and additional subject experts.
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