Fractal calculus application for analysis of the results of an associative-verbal experiment

The paper supports the hypothesis on the use of fractal calculus to process the results of an associative-verbal experiment. The results of associative-verbal experiments are unstructured data with a large volume. The relevance of the study is due to the fact that the existing methods of processing the results of associative-verbal experiments cannot be unified because the data obtained have significant differences in formats. In turn, this limits the possibilities of creating and applying typical data processing algorithms for various associative-verbal experiments. One of the main problems of computational linguistics is the heterogeneity of hierarchical structures describing human consciousness and speech, as well as their constant modification. One of the possible solutions to this problem is to employ the method of fractal calculus that can help develop a model of linguistic consciousness having not only a complex structure of its own but is in constant interaction with other structures of the real world. Leading Russian scientists have substantiated means for addressing similar issues with unstructured data in other academic fields, which is analyzed in this article. Based on the presented research of scientists, a comparative analysis of existing fractal models for solving problems in various fields of activity is given, and a hypothesis about the possibility of using this method to model linguistic consciousness is suggested.

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