文学与博客语言网络的比较
Comparison of the language networks from literature and blogs
摘要:
在本文中,我们提出了从文学和博客文本的语言网络的比较。语言网络是从文本中构建的词的有向和加权共现网络。词是节点,如果它们在句子中直接共现,则在两个节点之间建立链接。网络结构的比较是在全球一级(网络)方面:平均节点度,平均最短路径长度,直径,聚类系数,密度和组件的数量。此外,我们进行分析的局部水平(节点),通过比较排名图的进出程度,强度和选择性。基于选择性的结果指出,有从文学和博客构建的网络结构之间的差异。
英文摘要:
In this paper we present the comparison of the linguistic networks from literature and blog texts. The linguistic networks are constructed from texts as directed and weighted co-occurrence networks of words. Words are nodes and links are established between two nodes if they are directly co-occurring within the sentence. The comparison of the networks structure is performed at global level (network) in terms of: average node degree, average shortest path length, diameter, clustering coefficient, density and number of components. Furthermore, we perform analysis on the local level (node) by comparing the rank plots of in and out degree, strength and selectivity. The selectivity-based results point out that there are differences between the structure of the networks constructed from literature and blogs.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。