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Vestnik Sankt-Peterburgskogo Universiteta. Seriya 10. Prikladnaya Matematika. Informatika. Protsessy Upravleniya
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Vestnik Sankt-Peterburgskogo Universiteta. Seriya 10. Prikladnaya Matematika. Informatika. Protsessy Upravleniya, 2022, Volume 18, Issue 1, Pages 63–78
DOI: https://doi.org/10.21638/11701/spbu10.2022.105 (Mi vspui515) 		 
This article is cited in 2 scientific papers (total in 2 papers)

Applied mathematics

Cooperative game theory methods for text ranking

V. V. Mazalovab, V. A. Khitrayaab, A. V. Khitryia

a Federal Research Center ``Karelian Research Center of the Russian Academy of Sciences’’, 11, Pushkinskaya ul., Petrozavodsk, 185910, Russian Federation
b Petrozavodsk State University, 33, ul. Lenina, Petrozavodsk, 185910, Russian Federation
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DOI: https://doi.org/10.21638/11701/spbu10.2022.105
Abstract: A method of ranking the corpus of texts of a news portal, based on measures of graph centrality, is proposed. Each text is assigned a vertex of a certain graph, and its structure is determined based on the semantic connectivity of the texts. As a measure of centrality, the Myerson value is used in a cooperative game on a graph, where the number of simple paths in a subgraph of a certain length m is chosen as a characteristic function For different values of m, the ranking based on the Myerson value will be different. For the final ranking, it is proposed to use the ranking procedure based on the tournament matrix. The operation of the ranking algorithm is illustrated by numerical examples related to a specific news porta.
Keywords: text corpus of news, graph, centrality measure, Myerson value, tournament matrix, ranking procedure.
Received: August 21, 2021
Accepted: February 1, 2022
Bibliographic databases:
Document Type: Article
UDC: 519.178
MSC: 05C70
Language: Russian
Citation: V. V. Mazalov, V. A. Khitraya, A. V. Khitryi, “Cooperative game theory methods for text ranking”, Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr., 18:1 (2022), 63–78
Citation in format AMSBIB
\Bibitem{MazKhiKhi22}
\by V.~V.~Mazalov, V.~A.~Khitraya, A.~V.~Khitryi
\paper Cooperative game theory methods for text ranking
\jour Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr.
\yr 2022
\vol 18
\issue 1
\pages 63--78
\mathnet{http://mi.mathnet.ru/vspui515}
\crossref{https://doi.org/10.21638/11701/spbu10.2022.105}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=4459234}
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  • https://www.mathnet.ru/eng/vspui/v18/i1/p63
    • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    		Вестник Санкт-Петербургского университета. Серия 10. Прикладная математика. Информатика. Процессы управления
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    Abstract page:150
    Full-text PDF :27
    References:39
    First page:4
     
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