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Discourseology of Linguistic Consciousness: Neural Network Modeling of some Structural and Semantic Relationships by Vitalii Shymko is a Social Sciences article available to read on EtoBox.

What is Discourseology of Linguistic Consciousness: Neural Network Modeling of some Structural and Semantic Relationships about?

Objective. Study of the validity and reliability of the discourse approach for the psycholinguistic understanding of the nature, structure, and features of the linguistic consciousness functioning.Materials & Methods. This paper analyzes artificial neural network models built on the corpus of texts, which were obtained in the process of experimental research of the coronavirus quarantine concept as a new category of linguistic consciousness. The methodology of feedforward artificial neural networks (multilayer perceptron) was used in order to assess the possibility of predicting the leading texts semantics based on the discourses ranks and their place in the respective linear sequence. Same baseline parameters were used to predict respondents' self-assessments of changes in their psychological well-being and in daily life routine during the quarantine, as well as to predict their preferences of the quarantine strategies. The study relied on basic ideas about discourse as a meaning constituted by the dispersion of other meanings (Foucault). The same dispersion mechanism realizes itself in interdiscourse interaction, forming a discursive formation at a higher level. The method of T-u

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Author

Vitalii Shymko

Publisher

Pereiaslav-Khmelnytskyi Hryhorii Skovoroda State Pedagogical University

Published

2021

Language

EN

Field

Social Sciences