分类:Using noun phrases extraction for the improvement of hybrid clustering with text- and citation-based components

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本文讨论了用结合基于引用和基于自然语言处理两种方式来做文献社团划分(主题识别)的方法,发现效果,相较于使用biblio coupliing和single word相似性得到的结果有所提高。但这个结果是通过不同分辨下的层级结构方式判断的,而不是通过golden-standard判断。

参考文献

  1. Thijs, Bart and Glänzel, Wolfgang and Meyer, Martin S. (2015) Using noun phrases extraction for the improvement of hybrid clustering with text- and citation-based components. The example of “Information Systems Research”(http://ceur-ws.org/Vol-1384/paper4.pdf). In: Proc. of the Workshop Mining Scientific Papers: Computational Linguistics and Bibliometrics, 15th International Society of Scientometrics and Informetrics Conference (ISSI), Istanbul, Turkey, 29/6/2015, Istanbul

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