Method of detection and preservation of indivisible semantic component of english manipulative text of propaganda discourse based on quantum formalism
Abstract
The article studies the peculiarities of the use of quantum formalism in the problems of computer analysis and processing of manipulative texts. The developed method of detection and preservation of indivisible semantic component of the manipulative text of propaganda discourse makes it possible to increase the efficiency of detection and preservation of indivisible semantic component compared to semantic compression methods based on information entropy which leads to detecting and preserving the key individual semantic constructions inherent in the attacker's psycholinguistic portrait for further implementation of the reverse effect in them. The methods of quantum formalism and quantumsemantic research have been used to perform the tasks set in the article and to achieve the aim. The functioning of the system for determining the rheme of manipulative English text is modeled and the comparison with the results of the work of semantic compression systems is made, which proves the possibility of overcoming the semantic compression limit without losing semantics, which significantly reduces the resulting set of semantic categories and increases the efficiency of detecting the indivisible semantics components in comparison with the analogues by reducing the number of redundant and inaccurate semantic components. Preliminary experimental data allow to assert the high efficiency of the developed method. The advantages and disadvantages of the developed method are outlined. The results described in the article will allow embedding the propagandist's individual semantic line into the text's indivisible semantic component in order to increase the effectiveness of the reverse hidden informational influence on the attacker
Keywords
theme definition; rheme definition; counteraction to propaganda; counteraction to manipulative texts; psycholinguistic portrait; quantum-semantic analysis
References
[1] Decree of the President of Ukraine, On the decision of the National Security and Defense Council of Ukraine on December 29, 2016 "About the Doctrine of information security of Ukraine". [Online]. Available: https://zakon.rada.gov.ua/laws/show/47/201 7#Text. Accessed on: Jan. 21, 2021 [in Ukrainian].
[2] Ya. Tarasenko, "The quantum-semantic psycholinguistic analysis method for the english-language text of propaganda discourse", Advanced Information Systems, vol. 3, no. 4, pp. 62-68, 2019.
[3] Ya. V. Tarasenko, "The method of English text's computerized formation in accordance with the propagandist's psycholinguistic portrait", Zakhyst informatsii, vol. 22, no. 2, pp. 66-73, 2020 [in Ukrainian].
[4] B. Hale, "Essence and definition by abstraction", Synthese, 2018. [Online]. Available: https://link.springer.com/article/10.1007/s11 229-018-1726-7. Accessed on: Feb. 2, 2021.
[5] D. Ceglarek, "Semantic compression for text document processing", Transactions on Computational Collective Intelligence XIV, vol. 13, pp. 20-49, 2014.
[6] Ya. V. Tarasenko, O. B. Piven, and I. M. Fedotova-Piven, "Method of textual information semantic compression for counteracting computer linguistic steganography", Nauka i tekhnika Povitrianykh Syl Zbroinykh Syl Ukrainy, no. 3 (32), pp. 6878, 2018 [in Ukrainian].
[7] Ya. V. Tarasenko, and O. B. Piven, "Features of calculating the information entropy of the text in case of attacking the linguistic stegosystem by semantic compression", Bezpeka informatsii, vol. 24, iss. 2, pp. 124129, 2018 [in Ukrainian].
[8] M. Khedri, and S. F. Ebrahimi, "The essence of thematic structures in the academic translated texts", Journal of Education and Practice, no. 1, vol. 3, pp. 37-43, 2012.
[9] L. Potter, "Ideological representations and theme-rheme analysis in English and Arabic news reports: a systemic functional approach", Functional Linguistics, 2016. [Online]. Available: https://functionallinguistics.springeropen.com /articles/10.1186/s40554-016-0028-y. Accessed on: Feb. 3, 2021.
[10] Ye. Yu. Savchenko, "Correlation of themerheme structure with dictum and modus in English and Ukrainian speech", Science and Education a New Dimension. Philology, no. 4 (27), iss. 107, pp. 15-18, 2016.
[11] R. A. Latypov, "Quantum formalism as a tool to describe the state spaces of concepts and concept combinations", Filologicheskiye nauki. Voprosy teorii i praktiki, no. 4 (58), part 1, pp. 120-127, 2016 [in Russian].
[12] I. A. Gerasimova, Formal Grammar and Intensional Logic. Moscow: IF RAN, 2000 [in Russian].
[13] Ya. V. Tarasenko, "The content analysis method of semantic particle in texts with psycholinguistic influence signs", Systemy upravlinnia, navihatsii ta zviazku, vol. 6, no. 58, pp. 92-96, 2019 [in Ukrainian].
[14] Ya. V. Tarasenko, "Determining the coordinates of semantic particle in English text with a known psycholinguist portrait of propagandist", Zakhyst informatsii, vol. 21, no. 3, pp. 168-174, 2019 [in Ukrainian].
[15] Ya. Tarasenko, "Content-criteria of psycholinguistic portrait’s semantic category for researching the group propaganda", Ukrainian Scientific Journal of Information Security, vol. 26, no. 1, pp. 5-13, 2020.