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July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
July 20, 2026
‘Science Is Universal-It Knows No Borders
Fuad Aleskerov, Tenured Professor and Director of the International Centre of Decision Choice and Analysis at HSE University, together with his colleagues, has developed methods of network analysis in bibliometrics that have made it possible to identify patterns in the appearance and citation of publications in academic journals, as well as their influence on each other. When one or a number of studies are frequently cited by a wide range of journals, this is an indicator that the research is of high quality. By contrast, extensive cross-citation within a limited group of journals increases the likelihood of identifying a network of predatory publications.
July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.

 

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Образовательные траектории студентов первого поколения как кейс неравенства в высшем образовании

Вопросы образования. 2023. № 2. С. 133–160.
Lukina A.

Today educational trajectories of First-Generation College Students (hereinafter referred to as FGS) can be considered as a key subject of international research on inequality. The study of FGS has both conceptual and practical implications: holding a consistently vulnerable position within the higher education institutions, FGS constitute a vivid case that illustrates the mechanisms of inequality reproduction, as well as demonstrates its multidimensional and rigid nature. While there is a well-developed tradition of research on this issue in the West, the FGS category has not yet received much attention in the Russian academic field, which leaves invisible many aspects of inequality within Russian education.

This article is devoted to the review of international studies of First-Generation Students – people who were the first in their family to find themselves studying in higher education institutions. Two groups of sources are analyzed: empirical educational strategies of FGS, as well as theoretical works aimed at conceptualizing this category and explaining the vulnerability of its representatives in the education system. Two areas of empirical work on FGS could be distinguished: the first one is devoted to the study of educational choice and admission to universities, while the second one considers the process of studying at a university. The concepts of habitus and forms of capital by P. Bourdieu, the integration model by V. Tinto and the role theory by G.H. Mead are considered as the dominant theoretical directions of understanding FGS. The article concludes with the discussion of potential and limitations of studying FGS in the Russian context in terms of both specifics of national educational system and the stratification model of Russian society.

Research target: Sociology (including Demography and Anthropology Education
Language: Russian
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Keywords: социальное неравенствосоциальная мобильностьобразовательные траекторииsocial mobilityкультурный капиталcultural capitalsubjective social statusсубъективный социальный статусeducational trajectoriesсоциальное неравенство и мобильностьsocial inequality in educationсоциальное неравенство в образованииeducational aspirationsобразовательные притязанияfirst-generation studentslow-SES studentsinequality in higher educationстуденты первого поколениянеравенство в высшем образовании
Publication based on the results of:
Russian panel study of trajectories in education and careers (11th wave) (2022)
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