The Nonparametric Method for Differentiation of Phonostatistical Structures of Authorial Style
- Autor(en)
- Iryna Khomytska, Vasyl Teslyuk, Natalia Kryvinska, Vasyl Beregovski
- Abstrakt
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(en)
- Institut für Marketing und International Business
- Externe Organisation(en)
- Lviv Polytechnic National University, Ivano-Frankivsk National Technical University of Oil and Gas
- Journal
- Procedia Computer Science
- Band
- 160
- Seiten
- 38-45
- Anzahl der Seiten
- 8
- ISSN
- 1877-0509
- DOI
- https://doi.org/10.1016/j.procs.2019.09.441
- Publikationsdatum
- 2019
- Peer-reviewed
- Ja
- ÖFOS 2012
- 502050 Wirtschaftsinformatik
- Schlagwörter
- ASJC Scopus Sachgebiete
- Allgemeine Computerwissenschaft
- Link zum Portal
- https://ucrisportal.univie.ac.at/de/publications/f7c1a2df-6feb-4346-88a2-73d3a881820a