THE APPLICATION OF COGNITIVE MECHANISMS AND ARTIFICIAL INTELLIGENCE IN DISCOURSE ANALYSIS

THE APPLICATION OF COGNITIVE MECHANISMS AND ARTIFICIAL INTELLIGENCE IN DISCOURSE ANALYSIS

Mualliflar

  • Jumabayev Bukharbay

https://doi.org/10.5281/zenodo.15568491

Kalit so‘zlar

cognitive mechanisms, metaphor, frame semantics, prototype theory, discourse analysis, artificial intelligence

Annotasiya

This study explores how cognitive mechanisms- metaphor, frame, and prototype- shape evaluative discourse in media and politics. Drawing on qualitative analysis, it integrates artificial intelligence (AI) as a tool that identifies patterns and enhances interpretation of value-laden language. AI-assisted discourse analysis reveals how abstract moral and ideological meanings are constructed and transmitted through language. The paper emphasizes the importance of cultural scripts and conceptual categories in shaping public perception. These findings provide insights into both linguistic theory and practical applications in political communication and education.

Muallif haqida

Jumabayev Bukharbay

Student of Uzbekistan State World LanguagesUniversity 

Buxarbay31052005@gmail.com  

Scientific advisor: Veronica Khatamova

Teacher, The Department of Integrated Course of English Language

Uzbekistan State World Languages University

veronika260791@gmail.com

Foydalanilgan adabiyotlar ro‘yhati

Lakoff, G., & Johnson, M. (1980). Metaphors We Live By. University of Chicago Press.

Fillmore, C. J. (1982). Frame Semantics. In Linguistics in the Morning Calm (pp. 111–137). Hanshin.

Rosch, E. (1978). Principles of Categorization. In E. Rosch & B. B. Lloyd (Eds.), Cognition and Categorization (pp. 27–48). Lawrence Erlbaum Associates.

Bender, E. M., & Koller, A. (2020). Climbing Towards NLU: On Meaning, Form, and Understanding in the Age of Data. Proceedings of ACL, 5185–5198.

Cambria, E., Poria, S., Bajpai, R., & Schuller, B. (2020). SenticNet: A Cognitive Approach to Sentiment Analysis. IEEE Intelligent Systems, 35(1), 68–76.

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Nashr qilingan

2025-06-01

Qanday qilib iqtibos keltirish kerak

Jumabayev Bukharbay. (2025). THE APPLICATION OF COGNITIVE MECHANISMS AND ARTIFICIAL INTELLIGENCE IN DISCOURSE ANALYSIS. “SUN’IY INTELLEKTNING TIL O‘RGANISHDAGI O‘RNI” MAVZUSIDA TALABALAR ILMIY-AMALIY KONFERENSIYASI, 1(5), 224–226. https://doi.org/10.5281/zenodo.15568491

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