Application of the NLI algorithm in narrative analysis of media content

The development of algorithms and devices for storing and transmitting information, simplifying software, and making devices cheaper makes media communication technologies (communication using technical means of transmitting information) available to almost all segments of the population. On the one hand, this allows you to significantly reduce the time spent on transmitting information, on the other hand, it generates a huge amount of repetitive information content that carries the information narrative initially embedded in it. The dissemination of such a narrative across various sources generates excessive amounts of data and overloads the means of transmitting and processing information. It is expected that the use of such an algorithm will make it possible to identify semantically different but logically related texts, as well as assess the depth of their penetration into the analyzed content. The prospects for use are the use of such algorithms in data mining information retrieval systems and big data processing algorithms.

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Publication Details

Published
2025-10-15
DOI
https://doi.org/10.1117/12.3078026
Primary Topic
Technology and Security Systems
Type
article
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article

Application of the NLI algorithm in narrative analysis of media content

Oleg N. Bodin, Mikhail V. Edemskiy, Vasiliy Maratovich Zhigachev
Technology and Security Systems
article

Application of the NLI algorithm in narrative analysis of media content

Oleg N. Bodin, Mikhail V. Edemskiy, Vasiliy Maratovich Zhigachev
article en

Abstract

The development of algorithms and devices for storing and transmitting information, simplifying software, and making devices cheaper makes media communication technologies (communication using technical means of transmitting information) available to almost all segments of the population. On the one hand, this allows you to significantly reduce the time spent on transmitting information, on the other hand, it generates a huge amount of repetitive information content that carries the information narrative initially embedded in it. The dissemination of such a narrative across various sources generates excessive amounts of data and overloads the means of transmitting and processing information. It is expected that the use of such an algorithm will make it possible to identify semantically different but logically related texts, as well as assess the depth of their penetration into the analyzed content. The prospects for use are the use of such algorithms in data mining information retrieval systems and big data processing algorithms.

Penza State University (RU), Penza State Technological University (RU)
Openalex Percentile: Top 57%
Technology and Security Systems
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Application of the NLI algorithm in narrative analysis of media content — Oleg N. Bodin, Mikhail V. Edemskiy, et al. · (2025) | TGRS Research Map | TGRS