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August 25, 2026
Scientists Develop Algorithm for More Reliable Processors in Data Centres
Researchers from HSE MIEM and Samara University have developed the LRF-3D algorithm to automatically bypass idle nodes in three-dimensional networks-on-chip. Thanks to its hierarchical architecture, the algorithm outperforms existing solutions in both speed and path accuracy, improving processor reliability for use in data centres, supercomputers, and AI computing. The source code and test results are publicly available.
August 24, 2026
Researchers Develop Method for Direct Generation of Regulatory DNA
Researchers at HSE University have developed a model for generating promoters and enhancers—DNA sequences that regulate gene activity. The model works directly with DNA nucleotides, without first transforming them into a continuous numerical representation. This solution could be useful for applications in synthetic biology and gene therapy. The study results were presented at the ICLR 2026 Workshop ‘Generative AI in Genomics (Gen^2): Barriers and Frontiers.’
August 21, 2026
Social Integration: At the Crossroads of Knowledge and Values
The International Laboratory for Social Integration Research (ILSIR) at HSE University studies the challenges faced by vulnerable groups and explores ways to help them participate fully in everyday life. To develop effective solutions, the laboratory’s researchers combine cutting-edge methods with practical fieldwork. In this interview with the HSE News Service, Laboratory Head Elena Iarskaia-Smirnova discusses the laboratory’s work.

 

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Discursive Legitimation of Chinese Automobile Brands in the Russian Market: A Mixed-Methods Analysis of Online Consumer Discourse

Professional Discourse & Communication. 2026. Vol. 8. No. 3. P. 66–84.
Tikhomirova A.

Given China’s rise as the world’s leading automotive producer and the radical

transformation of the Russian market, societal acceptance of new market entrants remains a dif-

ficult communicative task. Against the backdrop of growing sales and persistent consumer am-

bivalence, this study examines how Russian consumers discursively construct, challenge, and

renegotiate the legitimacy of Chinese automobile brands in online forums. Drawing on Such-

man’s multidimensional legitimacy framework and Van Leeuwen’s legitimation mechanisms, we

conduct a mixed-methods content analysis of 1,144 comments sampled from two leading Russian

automotive platforms (2014–2023). The approach combines manual polarity coding, which traces

the temporal shift from early skepticism to societal acceptance, with a thematic analysis that maps

consumer narratives across the pragmatic, moral, and cognitive dimensions of legitimacy. Within

each dimension, we specify the discursive strategies and linguistic means consumers use to secure

(de)legitimation. The findings reveal an asynchronous legitimation process: pragmatic legitimacy,

anchored in cost–benefit and reliability discourse, consolidates first; cognitive legitimacy is ac-

complished through normalization and historical analogies; moral legitimacy, by contrast, proves

the most resistant to change, sustained by value-laden metaphors and social identity debates. We

further show that legitimacy formation is not linear but a dialogic exchange between professional

automotive journalism and lay consumer discourse on digital platforms. By reworking market

categories through everyday communicative practices, ordinary consumers act as active legit-

imacy agents. Taken together, the results provide a processual, empirically grounded account

of brand legitimation in transitional markets with practical implications for market entrants and

policy-makers, and extend research on digital professional communication by documenting the

growing weight of electronic word-of-mouth in institutional market debates.

Research target: Sociology (including Demography and Anthropology Philology and Linguistics Other social sciences
Language: English
Full text
DOI
Text on another site
Keywords: Russian marketthematic analysisDigital discoursediscursive legitimationChinese automobile brandselectronic word-of-mouth (e-WOM)consumer comments
Publication based on the results of:
Dynamics of Consumer, Financial and Labor Behavior in Russians under the New Geopolitical Conditions (2025)
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