三种与文献相关的复杂网络的研究进展分析

首先总结了近年来引用网络、合著网络和共词网络这三类文献相关网络的基本属性分析和应用的研究进展,然后从构建网络的方法、粒度和研究的深入程度三方面对文献相关网络的研究现状进行了分析总结,并提出可以根据已构建成熟的论文相似性算法,构建论文相似性网络,并分析其基本属性和特征,探索新的论文评价指标。

The analysis of the research progress of three article related complex networks

First of all summarize the research progress of basic properties analysis and application of three article related networks including citation networks,co-authorship networks and co-work networks. And then analyze the research status of article related networks from three different aspects. Finally, propose that it is possible to use article similarity algorithm to construct a article similarity network and analyze its basic properities and features to expore a new article evaluation indicator system.