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.
Authors
- Oleg N. Bodin (ORCID: https://orcid.org/0000-0001-9299-1005)
- Mikhail V. Edemskiy (ORCID: https://orcid.org/0009-0001-0093-727X)
- Vasiliy Maratovich Zhigachev (ORCID: https://orcid.org/0009-0003-9352-5876)
Institutions
- Penza State University (RU)
- Penza State Technological University (RU)
Publication Details
- Published
- 2025-10-15
- DOI
- https://doi.org/10.1117/12.3078026
- Primary Topic
- Technology and Security Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00