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Application of word co-occurrence analysis method in mapping of the scientific fields (case study: the field of Informetrics)

机译:词共现分析方法在科学领域制图中的应用(案例研究:信息计量学领域)

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Purpose - The purpose of this article is to investigate the use of word co-occurrence analysis method in mapping of the scientific fields with emphasis on the field of Informetrics. Design/methodology/approach - This is an applied study using scientometrics, co-word analysis and network analysis and its steps are summarised as follows: collecting the data related to the Informetrics field indexed in Web of Science (WOS) database, refining and standardising the keywords of the extracted articles from WOS and preparing a selected list of these keywords, drawing the word co-occurrence map in the Informetrics field and analysing of results. Findings - Based on the resulted maps the concepts such as information science, library, bibliometric analysis, innovation and text mining are the most widely used topics in the field of Informetrics. The co-word occurrence maps drawn at different periods show the changes and stabilities in the concepts related to the field of Informetrics. A number of topics such as "bibliometric analysis" are present in all years, whereas others such as "innovation" have disappeared. New topics emerge as a recombination of existing topics and in interaction with new (technological) developments. Originality/value - The results of these analytical studies can be used as a guide for determining research priorities in the scientific fields, and also for planning and management in academic institutions.
机译:目的-本文的目的是研究单词共现分析方法在科学领域制图中的应用,重点是信息计量学领域。设计/方法/方法-这是一项使用科学计量学,共词分析和网络分析的应用研究,其步骤总结如下:收集与Web of Science(WOS)数据库中索引的Informetrics领域相关的数据,进行完善和标准化从WOS中提取文章的关键字,并准备这些关键字的选定列表,在Informetrics字段中绘制单词共现图并分析结果。结果-基于结果图,信息科学,图书馆,文献计量分析,创新和文本挖掘等概念是信息计量学领域中使用最广泛的主题。在不同时期绘制的共词出现图显示了与Informetrics领域相关的概念的变化和稳定性。多年来,出现了诸如“文献计量分析”之类的许多主题,而诸如“创新”之类的其他主题则消失了。新主题的出现是对现有主题的重新组合,并与新的(技术)发展互动。原创性/价值-这些分析研究的结果可用作确定科学领域研究优先级的指南,也可用于学术机构的计划和管理。

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