Derivative of a hypergraph as a tool for linguistic pattern analysis

Chaos, Solitons & Fractals(2022)

引用 2|浏览0
暂无评分
摘要
The search for linguistic patterns together with stylometry and forensic linguistics has in the theory of complex networks, its structures and its associated mathematical tools essential resources for representing and analyzing texts. In this paper we introduce a new model able to analyze the mesoscopic relationships between sentences, paragraphs, chapters and texts. This model is supported by several mathematical structures such as the hypergraphs or the concept of derivative graph. The methodology raised from this perspective focuses not only in a quantitative index but also in two peculiar mathematical structures named derivative graph and homogeneity graph. These structures are of singular help to both: detecting the style of an author and determining the linguistic level of a text and, eventually, also for detecting similarities and dissimilarities in texts and even plagiarism.
更多
查看译文
关键词
Linguistic patterns,Hypergraph,Derivative of a hypergraph,Higher order network,Dual hypergraph,PageRank,Linguistic stylometry
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要