利用文学演变的话题建立

Han Xu, É. Martin, Ashesh Mahidadia
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引用次数: 2

摘要

从进化的角度来看,一个研究体是一个不断进化的生态系统,由研究主题组成,随着主题的出现,这些研究主题受到某种形式的自然选择的影响,并在一段可变的时间内或多或少地繁荣起来。确定科学领域中给定主题的建立形式,根据其在调查时的势头,可以为该主题的发展方向提供有用的见解,并可以促进e?主观文献研究。在这里,我们提出了三种建立主题的形式,从两个di之间的比较中出现。论文排名中的事件方法,利用论文识别和主题识别之间的相互关系。更具体地说,通过分析应用这两种方法获得的排名之间的相关性,我们发现了三组主题,每组主题都与特定的建立势头有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Topical establishment leveraging literature evolution
From an evolutionary perspective, a body of research is an evolving ecosystem, consisting of research topics subjected to a form of natural selection as topics come into existence, and thrive more or less over a variable period of time. Identifying the form of establishment of a given topic in a scientific domain, in terms of its momentum at the time of inquiry, can provide useful insights into where this topic is heading, and can facilitate e?ective literature research. Here we propose to identify three forms of establishment of topics, emerging from a comparison between two di?erent methodologies in ranking papers, taking advantage of the mutual relationship between recognition of papers and recognition of topics. More specifically, by analysing the correlation between the rankings obtained by applying both methodologies, we discover thee clusters of topics, each of which is associated with a particular momentum of establishment.
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