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News
May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
May 25, 2026
'The Humanities Serve as a Conscience'
Maria Mizernaia studies Soviet literature and the history of book publishing. In this interview for the HSE Young Scientists project, she discusses plans to publish a novel about besieged Leningrad, AI-provoked reflections on what it means to be human, and how novels can help satisfy our dopamine hunger.
May 25, 2026
Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
Is it possible to predict, based on the configuration of streets and buildings, where a café will open or where traffic congestion will occur? Participants in the Spatial Analysis and Modelling of Urban Processes research and study group use open data and machine learning to identify universal patterns. Alexander Sheludkov and Eduard Somov discuss the purpose of comparing cities, the need for new forms of urban statistics, and how open data is transforming approaches to urban studies.

 

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Развитие современного российского рынка онлайн-образования с позиций общества знания

Регионология. 2020. № 3 (112). С. 543–570.
Ершов А. Н., Salatova A.

Introduction. In recent years, an online education market has emerged in Russia with proven technologies and significant financial turnover. The range of courses offered to the consumer is quite wide (marketing, management, humanities, IT, etc.). The purpose of the article is to present a classification of the online courses offered on the Russian market by subject matter and technical tools on the basis of the results of the study conducted, as well as to trace the dynamics of the market capacity for 2014–2021.

Materials and Methods. Russian online education market at the present stage of its development was the object of the research. The empirical material included: a statistical analysis of the thematic diversity of online courses on the Russian market; a secondary analysis of the Online Education Barometer questionnaire for 2019, RBC’s ranking of the 35 largest Russian private companies providing services in the field of online education; education market studies for 2017, 2018 and 2020.

Results. The Russian online education market capacity rapidly rose on 90 times for 2014–2019, from 0.4 to 36.5 billion rubles, which indicates the explosive growth of online education popularity. The thematic diversity of online courses is determined by the main educational society needs (programming, it-technologies, marketing and business administration). The thematic focus on the Russian “state” platforms corresponds to the education areas of the Russian offline universities.

Discussion and Conclusion. The market for online education in Russia exponentially grows. On the one hand, the high demand for online courses can be explained by increasing of knowledge-intensive work number. On the other hand, labor realizes that knowledge and skills are a guarantee of employment. The diversity of online disciplines correlates with the idea of mutual incentives of supply and demand. Indeed, the most of courses are business, IT and design orientated. The article will be useful to universities’ chiefs and private educational companies planning to expand their online courses; for those who are planning to enter the Russian online education market and looking for perspective directions; for researchers and business analytics of the education market.

Research target: Sociology (including Demography and Anthropology
Language: Russian
DOI
Text on another site
Keywords: экономика знанийрынок образованияонлайн образованиеобучающееся общество
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