Abstract
The possibility of applying a modernized method of latent semantic analysis (MLSA) to identify negative content in multimedia objects of web space is considered. A method for analyzing the dynamics of changes in the singular numbers of the original matrix with automatic selection of the range of used rank values is described. The positive dynamics of application of the MLSA method in different directions is shown, where semantic analysis of information is required.
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Krasnov, S., Lokhvitckii, V., & Dudkin, A. (2020). On the Applicability of the Modernized Method of Latent-Semantic Analysis to Identify Negative Content in Multimedia Objects. In Studies in Computational Intelligence (Vol. 868, pp. 224–229). Springer. https://doi.org/10.1007/978-3-030-32258-8_27
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