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Linguistic Approach to Scientometrics

机译：科学计量学的语言学方法

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摘要

Different approaches for measuring the quality of scientific articles are considered. Difficulties and problems associated with using Science Citation Index (SCI) as well as various methods to improve it are discussed. Optimal methods for collective expertise are proposed The advantages of the linguistic approach to the problem are discussed. A specific method for estimating the information content of scientific texts based of the linguistic approach is presented. The method can measure "idea-based" influence and how ideas propagate between articles. Idea is presented very precisely as a set of phrases with similar meaning. Phrases representing the ideas in the texts of the articles form together a system of implicit references/links. Implicit link is a reference to the author or his ideas in the text. Bibliometric measures which in addition to bibliographic references also take into account the implicit links can more accurately measure scientific impact and the quality of the articles.
机译：考虑了用于测量科学文章质量的不同方法。讨论了与使用科学引文索引（SCI）相关的困难和问题，以及改进该标准的各种方法。提出了针对集体专业知识的最佳方法。讨论了使用语言学方法解决该问题的优势。提出了一种基于语言学方法估算科学文献信息内容的具体方法。该方法可以衡量“基于思想”的影响以及思想在文章之间的传播方式。想法非常精确地表达为一组具有相似含义的短语。代表文章文本中思想的短语共同构成了隐式参考/链接的系统。隐式链接是对作者或他的想法的引用。除了参考书目以外，参考书目计量还考虑了隐含链接，可以更准确地衡量科学影响和文章质量。

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