arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1405.4433cs.CLcs.SIphysics.soc-ph
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克罗地亚语共现网络结构的初步报告

Preliminary Report on the Structure of Croatian Linguistic Co-occurrence Networks

University of Rijeka(里耶卡大学)

Domagoj Margan, Sanda Martinčić-Ipšić, Ana Meštrović

摘要:

在这篇文章中,我们研究了克罗地亚语言共现网络的结构。我们通过系统地改变共现窗口大小、语料库大小和去除停用词来研究网络结构属性的变化。在大小为$n$的共现窗口中,我们在当前单词和$n-1$后续单词之间建立链接。结果表明,随着共生窗口尺寸的增大,共生窗口直径减小,平均路径缩短,平均聚类系数减小。同样可以注意到停止词的删除。最后,由于文本的大小反映在网络属性中,我们的研究结果表明,语料库的影响可以通过增加共现窗口大小来减少。

英文摘要:

In this article, we investigate the structure of Croatian linguistic co-occurrence networks. We examine the change of network structure properties by systematically varying the co-occurrence window sizes, the corpus sizes and removing stopwords. In a co-occurrence window of size $n$ we establish a link between the current word and $n-1$ subsequent words. The results point out that the increase of the co-occurrence window size is followed by a decrease in diameter, average path shortening and expectedly condensing the average clustering coefficient. The same can be noticed for the removal of the stopwords. Finally, since the size of texts is reflected in the network properties, our results suggest that the corpus influence can be reduced by increasing the co-occurrence window size.

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。

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