News Text Segmentation in Human Perception

Yagunova, Elena; Pivovarova, Lidia; Volskaya, Svetlana

doi:10.1515/9781501501289.63

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Extraction Of Linked Text Segments1

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2018

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“…-A keyword in the context of the whole text (e.g., when we analyze the distribution of the word in the text). -A text (or the list of keywords as text compression) in the context of the whole cluster [10]. In this part of the research we analyze keywords in the context of the text, and the text as a part of the cluster.…”

Section: Extraction Of Linked Text Segmentsmentioning

confidence: 99%

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Construction of Paraphrase Graphs as a Means of News Clusters Extraction

Yagunova¹,

Pronoza²,

Kochetkova³

2018

CyS

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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.

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Section: Extraction Of Linked Text Segmentsmentioning

confidence: 99%

“…It correlates with the idea that the addressee of the texts tends to operate the largest operational units (see [11]). The above supposition is part of the hypothesis that heterogeneous structure of a news text is reflected in the markup of the segments which are most important for the addressee's perception (see [8,10]):…”

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confidence: 99%