The Nonparametric Method for Differentiation of Phonostatistical Structures of Authorial Style
- Author(s)
- Iryna Khomytska, Vasyl Teslyuk, Natalia Kryvinska, Vasyl Beregovski
- Abstract
For differentiation of phonostatistical structures of authorial styles, a mеthоd of cоmplex anаlysis of differentiation of phonostatistical structures of authorial style has been developed. The method is based on a combination of the three statistical methods: the Student’s t-test, the Kolmogorov-Smirnov’s test and the chi-square test. There is one nonparametric method (the Kolmogorov-Smirnov’s test) in the proposed combination of methods. The nonparametric method does not depend on the normal distribution law and reduces time consumption for calculation. The strength of the Kolmogorov-Smirnov’s test makes it possible to improve test validity of authorship attribution of a text. The method has been realized on the Java programming language which secures platform-independence.
- Organisation(s)
- Department of Marketing and International Business
- External organisation(s)
- Lviv Polytechnic National University, Ivano-Frankivsk National Technical University of Oil and Gas
- Journal
- Procedia Computer Science
- Volume
- 160
- Pages
- 38-45
- No. of pages
- 8
- ISSN
- 1877-0509
- DOI
- https://doi.org/10.1016/j.procs.2019.09.441
- Publication date
- 2019
- Peer reviewed
- Yes
- Austrian Fields of Science 2012
- 502050 Business informatics
- Keywords
- ASJC Scopus subject areas
- General Computer Science
- Portal url
- https://ucrisportal.univie.ac.at/en/publications/f7c1a2df-6feb-4346-88a2-73d3a881820a