Political internet discourse: features of text analysis in the context of machine learning

Analysis of the concept of discourse in the context of linguistic science. Peculiarities of its interpretation, possible interpretations that affect functionality. The originality of political Internet discourse in the context of machine learning tasks.

Рубрика Иностранные языки и языкознание
Вид статья
Язык английский
Дата добавления 20.09.2024
Размер файла 29,1 K

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4. Wittgenstein L. Philosophical investigations. London : Basil Blackwell, 1958. 250 p. Squarespace : website. URL: https://goo.su/9swv8R (date of application: 20.11.23).

5. Longo G. M. The Internet as a social institution : Rethinking concepts for family scholarship. Family Relations. 2023. Volume 72, Issue 2. P. 621-636. Wiley : online library. URL: https://goo.su/5G7WP (date of application: 20.11.23).

6. Offline events and online hate / Y. Lupu et al. PLoS one. 2023. Volume 18, Issue 1. https://doi.org/10.1371/journal.pone.0278511 PLoS one : website. URL: https://goo.su/hhnR5Y (date of application:

20.11.23) .

7. Хроніки окупованих територій : станом на 14.11.2023. Центр протидії дезінформації РНБО : Телеграм-канал. URL: https://goo.su/ o1hov (дата звернення: 20.11.23).

8. Болкарьова О. В. Аналіз політичного дискурсу в сучасному українському та англомовному просторі мас-медіа. Вчені Записки ТНУ імені В. І. Вернадського. Серія: Філологія. Соціальні комунікації. 2020. Т. 31 (70). № 1, Ч. 2. С. 20-23. Вчені Записки Таврійського національного університету імені В. І. Вернадського. Серія: Філологія. Журналістика : вебсайт. URL: https://goo.su/HUwc (дата звернення: 20.11.23).

9. Zayniddinovna B. G. Distinctive features of pleonasms in political speech. Intellectual Education Technological Solutions And Innovative Digital Tools. 2023. Volume 2, Issue 14. P 168-174. International Scientific Online Conferences : website. URL: https://goo.su/ecbjD (date of application: 20.11.23).

10. Robertson A., Maccarone M. AI narratives and unequal conditions. Analyzing the discourse of liminal expert voices in discursive communicative spaces. Telecommunications Policy. 2023. Volume 47, Issue 5. https://doi.org/10.1016/j.telpol.2022.102462 ScienceDirect : website. URL: https://goo.su/MGjNIs (date of application: 20.11.23).

11. Chaves-Montero A. Social Services and Twitter : Analysis of SocioPolitical Discourse in Spain from 2015 to 2019. Sustainability. 2023. Volume 15, Issue 4. https://doi.org/10.3390/su15043177 MDPI : website. URL: https://goo.su/neFjrnT (date of application: 20.11.23).

12. Gender-related differences in online comment sections: findings from a large-scale content analysis of commenting behavior / C. Kuchler et al. Social Science Computer Review. 2023. Volume 41, Issue 3. P. 728-747. https://doi.org/10.1177/0894439321105204 Sage Journals : website. URL: https://goo.su/LR1gdPk (date of application:

20.11.23) .

13. Kelling C., Monroe B. L. Analysing community reaction to refugees through text analysis of social media data. Journal of Ethnic and Migration Studies. 2023. Volume 49, Issue 2. P. 492-534. https:// doi.org/10.1080/1369183X.2022.2100551 Taylor & Francis Online : website. URL: https://goo.su/jxhpP (date of application: 20.11.23).

14. Kuchina D. D. Metaphor as Invective in the Genre of Internet Commentary : A Focus on German Political Discourse. Professional Discourse & Communication. 2023. Volume 5, Issue 3. P 61-75. Research Gate : website. URL: https://goo.su/6B2YX (date of application: 20.11.23).

15. Ramya G. R. Identifying fake reviews in relation with property and political data using deep learning. Procedia Computer Science. 2023. Volume 218. P 1742-1751. https://doi.org/10.1016/j. procs.2023.01.152 ScienceDirect : website. URL: https://goo.su/ipOM (date of application: 20.11.23).

16. Terrorist Attacks, Cultural Incidents, and the Vote for Radical Parties : Analyzing Text from Twitter / F. Giavazzi et al. American Journal of Political Science. 2023. https://doi.org/10.1111/ajps.12764 American Journal of Political Science : website. URL: https://goo.su/4rUUY (date of application: 20.11.23).

17. Down the Rabbit Hole : Detecting Online Extremism, Radicalisation, and Politicised Hate Speech / J. Govers et al. ACM Computing Surveys. 2023. Volume 55, Issue 14. P 1-35. https://doi.org/10.1145/3583067 ACM DL : website. URL: https://goo.su/zEjm1 (date of application:

20.11.23) .

18. Attentional multi-channel convolution with bidirectional LSTM cell toward hate speech prediction / M. Fazil et al. IEEE Access. 2023. № 11. P. 16801-16811. https://doi.org/10.1109/ACCESS.2023.3246388. IEEExplore : website. URL: https://goo.su/hON8 (date of application:

20.11.23) .

19. Bagchi K., Banker E., Ogunleye I. Disrupting the Narrative : Diving Deeper into Section 230 Political Discourse. The Center for Growth and Opportunity. 2023. The Center for Growth and Opportunity : website. URL: https://goo.su/IrNLpN (date of application: 20.11.23).

20. Hate Speech Patterns in Social Media : A Methodological Framework and Fat Stigma Investigation Incorporating Sentiment Analysis, Topic Modelling and Discourse Analysis / V. U. Wanniarachchi et al. Australasian Journal of Information Systems. 2023. Volume 27. https://doi.org/10.3127/ajis.v27i0.3929 Australasian Journal of Information Systems : website. URL: https://goo.su/N4oT93s (date of application: 20.11.23).

21. Kar P., Debbarma S. Multilingual hate speech detection sentimental analysis on social media platforms using optimal feature extraction and hybrid diagonal gated recurrent neural network. The Journal of Supercomputing. 2023. P 1-32. https://doi.org/10.1007/s11227-023-05361-6 Springer Link : website. URL: https://goo.su/jzrOzT (date of application: 20.11.23).

22. Uveges I., Ring O. HunEmBERT : a fine-tuned BERT-model for classifying sentiment and emotion in political communication. IEEE Access. 2023. Volume 11. P 60267-60278. https://doi.org/10.1109/ ACCESS.2023.3285536. IEEE Xplore : website. URL: https://goo.su/ hqRIVC (date of application: 20.11.23).

23. Uncovering Political Hate Speech During Indian Election Campaign : A New Low-Resource Dataset and Baselines / F. A. Jafri et al. https:// doi.org/10.48550/arXiv.2306.14764 Cornell University : website. 2023. URL: https://goo.su/iUSUV (date of application: 20.11.23).

24. A comparative study of deep learning models for sentiment analysis of social media texts / V. D. Derbentsev et al. CEUR Workshop Proceedings. 2023. P 168-188. CEUR Workshop Proceedings : website. URL: https://goo.su/3ZNtYtu (date of application: 20.11.23).

25. del Valle E., de la Fuente L. Sentiment analysis methods for politics and hate speech contents in Spanish language : a systematic review. IEEE Latin America Transactions. 2023. Volume 21, Issue 3. P. 408-418. https://doi.org/10.1109/TLA.2023.10068844 IEEE Xplore : website. URL: https://goo.su/SN3d (date of application: 20.11.23).

26. Fournier-Tombs E., Di Marzo Serugendo G. DelibAnalysis : Understanding the quality of online political discourse with machine learning. Journal of Information Science. 2020. Volume 46, Issue 6. P. 810-822. https://doi.org/10.1177/0165551519871828 Sage Journals : website. URL: https://goo.su/FC6qzg (date of application: 20.11.23).

27. Tornberg P How to use LLMs for Text Analysis. https:// doi.org/10.48550/arXiv.2307.13106 Cornell University : website. URL: https://goo.su/7zisF5k (date of application: 20.11.23).

28. Narrative. Cambridge Dictionary : website. URL: https://

goo.su/9MzHm3 (date of application: 20.11.23).

29. Saussure L. de. Manipulation and cognitive pragmatics : Preliminary hypotheses. Manipulation and ideologies in the twentieth century : Discourse, language, mind / L. de Saussure, P. Schulz (eds.). Amsterdam ; Philadelphia : J. Benjamins Pub. Co., 2005. P 113-146. Research Gate : website. URL: https://goo.su/39lfIW (date of application: 20.11.23).

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