Methodology for Identification the Author of Destructive Textual Data
The article is devoted to determining the authorship of short comments of social network users, including communities associated with destructive content. The study includes classification with a fixed and open set of authors. In the latter case, several experiments were conducted, including detection of destructive content by introducing authors of the such content. The results show, that the proposed methodology achieves a high accuracy of 85 %.
Authors
- A. S. Romanov (ORCID: https://orcid.org/0000-0001-7906-3933)
- Alexander Shelupanov (ORCID: https://orcid.org/0000-0003-2393-6701)
- A. M. Fedotova
- Anna Kurtukova (ORCID: https://orcid.org/0000-0001-5619-1836)
Publication Details
- Journal
- INFORMACIONNYE TEHNOLOGII
- Published
- 2024-12-18
- DOI
- https://doi.org/10.17587/it.30.632-640
- Primary Topic
- Authorship Attribution and Profiling
- Type
- article
- Field-Weighted Citation Impact
- 0.00