A new insight into linguistic pattern analysis based on multilayer hypergraphs for the automatic extraction of text summaries
نویسندگان
چکیده
Forensic linguistics and stylometry have in the exploration of linguistic patterns one their fundamental tools. Mathematical structures such as complex multilayer networks hypergraphs provide remarkable resources to represent analyze texts. In this paper, we present a model that includes some specific mesoscopic relations between different types words corpus (lexical words, verbs, linking other words) according sentences or paragraphs which they appear. This is supported by various mathematical partial multiline graphs, hypergraphs, derivative graphs. The methodology proposed from new point view singular help find meaningful any text set up an automatic summary and, eventually, determine its level.
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ژورنال
عنوان ژورنال: Mathematical Methods in The Applied Sciences
سال: 2023
ISSN: ['1099-1476', '0170-4214']
DOI: https://doi.org/10.1002/mma.9201