ANALYSIS OF METHODS AND APPROACHES FOR PREDICTING THE DEVELOPMENT OF INCIDENTS BASED ON INFORMATION FROM SOCIAL NETWORKS

This article analyzes methods and approaches for predicting incident development using social media information. It demonstrates the relevance of the research topic and demonstrates that existing methods and approaches have several shortcomings that prevent them from being adequately utilized to address the needs of EMERCOM of Russia. In the article's conclusion, the author concludes that it would be beneficial to develop a new, proprietary methodology that would address the identified shortcomings.

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Publication Details

Journal
Problems of risk management in the technosphere
Published
2025-12-26
DOI
https://doi.org/10.61260/1998-8990-2025-4-52-63
Primary Topic
Misinformation and Its Impacts
Type
article
Field-Weighted Citation Impact
0.00
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article

ANALYSIS OF METHODS AND APPROACHES FOR PREDICTING THE DEVELOPMENT OF INCIDENTS BASED ON INFORMATION FROM SOCIAL NETWORKS

Evgeny Deineka
Problems of risk management in the technosphere
Misinformation and Its Impacts
article

ANALYSIS OF METHODS AND APPROACHES FOR PREDICTING THE DEVELOPMENT OF INCIDENTS BASED ON INFORMATION FROM SOCIAL NETWORKS

Evgeny Deineka
article en

Abstract

This article analyzes methods and approaches for predicting incident development using social media information. It demonstrates the relevance of the research topic and demonstrates that existing methods and approaches have several shortcomings that prevent them from being adequately utilized to address the needs of EMERCOM of Russia. In the article's conclusion, the author concludes that it would be beneficial to develop a new, proprietary methodology that would address the identified shortcomings.

Problems of risk management in the technosphereVol. 2025(4)
Ministry of Emergency Situations (RU), Academy of the State Fire Service EMERCOM of Russia (RU)
Reduced inequalities
Openalex Percentile: Top 18%
Misinformation and Its Impacts
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