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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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A Modern Approach to MOOC Recommender Systems Using ICT Job Classification

P. 837–847.
Sergey Avdoshin, Elena Pesotskaya, Divani Kuruppuge

In the field of Information Communication Technology (ICT), the demand for highly skilled professionals is increasing. To keep up with the modernized technology trends and to update the skill set, the best way for an ICT specialist or an undergraduate student is to register in a MOOC platform and follow the appropriate courses. However, given the large variety of MOOC platforms and courses, they may get confused as to which are the most beneficial and time worthy choices. The authors provide research of the users’ requirements, existing MOOC recommender systems and their features and propose a clientserver recommender system which enables users to choose an existing MOOC platform, based on ICT jobs and skills. The paper proposes a modern approach that helps IT specialists to plan their future development path based on MOOC recommendations, specific to ICT jobs and relevant to their development needs.

Language: English
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Keywords: MOOCITPlatformsRecommendationsJobSkillsCareer

In book

Advances in Information and Communication. Proceedings of the 2021 Future of Information and Communication Conference (FICC)
Advances in Information and Communication. Proceedings of the 2021 Future of Information and Communication Conference (FICC)
Vol. 2. , Springer, 2021.
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