Abstract

YAGUNOVA, Elena; PRONOZA, Ekaterina  and  KOCHETKOVA, Nataliya. Construction of Paraphrase Graphs as a Means of News Clusters Extraction. Comp. y Sist. [online]. 2018, vol.22, n.4, pp.1329-1336.  Epub Feb 10, 2021. ISSN 2007-9737.  https://doi.org/10.13053/cys-22-4-3065.

In this paper, we construct paraphrase graphs for news text collections (clusters). Our aims are, first, to prove that paraphrase graph construction method can be used for news clusters identification and, second, to analyze and compare stylistically different news collections. Our news collections include dynamic, static and combined (dynamic and static) texts. Their respective paraphrase graphs reflect their main characteristics. We also automatically extract the most informationally important linked fragments of news texts, and these fragments characterize news texts as either informative, conveying some information, or publicistic ones, trying to affect the readers emotionally.

Keywords : News cluster; paraphrase graph; paraphrase extraction; linked text segments; text analysis.

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