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The Distribution of Semantic Fields in Author’s Texts Cover

The Distribution of Semantic Fields in Author’s Texts

Open Access
|Aug 2016

Abstract

The paper describes the analysis of frequency distribution of semantic fields of nouns and verbs in the texts of English fiction. To such distributions, we applied Shapiro-Wilk test. The null hypothesis of normal distribution of semantic fields frequencies in the array of texts under analysis is rejected for some semantic fields. This makes it possible to consider the frequency distribution of semantic fields as a categorized mixture of normal distributions. As a factor of categorization, we chose text authorship. We divided the author’s categories with rejected hypothesis of normal distribution into subcategories with normal distribution. Paired Student’s t-test for the distributions of semantic fields in the texts of different authors revealed a measure of authorship representation in the structure of semantic fields. The analysis of the results showed that the author’s idiolect is represented in the vector space of semantic fields. Such a space can be used in the analysis of the authorship and author’s idiolect of texts.

DOI: https://doi.org/10.1515/cait-2016-0043 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 195 - 204
Published on: Aug 19, 2016
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2016 Bohdan Pavlyshenko, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.