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Principles of Citizen Science in Open Educational Projects Based on Open Data
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Maksimenkova O. V., Radchenko I.
A phenomenon of citizen science, its features and prospects are the topic of high actuality nowadays. And it seems to be natural, that citizen science and crowdsourcing techniques penetrate to such popular area as data science. This paper considers the questions about teaching data science and the areas, which borrow the techniques from data science. The review of learning outcomes, which may be gained from projects of citizen science, allows to propose educational data expeditions to be adopted into educational courses. Moreover, the paper represents the principles of citizen science as a mean of making a fully open educational project and to validate it as a learning tool.
Лескина Э. И., Законодательство 2026 № 2 С. 22–29
One of the hallmarks of big data is its value, which stems from the essence of the current stage of societal development and the importance of information and data. However, without legal support for the economic nature of data, realizing its inherent potential becomes impossible. Currently, the existing legal framework for utilizing this asset in ...
Added: April 13, 2026
Korchak A., Костли Д., Kapuza A., Педагогика и психология образования 2025 № 4 С. 100–120
With the active introduction of generative artificial intelligence (Gen-AI) into the educational environment, students are becoming increasingly interested in this technology as a source of support for completing assignments. Formally, this support resembles pedagogical support, but in essence remains instrumental. The aim of this study was to identify the types of instrumental support that students ...
Added: March 2, 2026
Springer, 2026.
Presents recent research on Collaborative Learning in Engineering Education
Collects the proceedings of the 28th International Conference on Interactive Collaborative Learning
Written by experts in the field ...
Added: February 13, 2026
Serova E., Frolova M., , in: Critical Aspects in Advanced Human Resource Management.: IGI Global Scientific Publishing, 2025. Ch. 5 P. 103–130.
The importance and role of modern technologies and Artificial Intelligence (AI)
cannot be overestimated. AI and Data Science are developing rapidly and issues of
gender inequality in this area are becoming of paramount importance. This paper
is devoted to the analysis of gender inequality in AI and Data Science in Russia.
The study examines differences in the expected wages ...
Added: October 23, 2025
Davlatova M., Chernobay E., , in: 2025 5th International Conference on Artificial Intelligence and Education (ICAIE).: Suzhou: Institute of Electrical and Electronics Engineers Inc., 2025. P. 451–454.
The paper explores the effectiveness of integrating Generative AI and the ‘station rotation’ model of blended learning to support students' collaborative learning activities. The theoretical basis of the study was the theory of social constructivism. The study employed a triangulation of predominantly qualitative methods, incorporating a qualitative experiment based on the lesson study method, direct ...
Added: October 9, 2025
Kovaleva N. N., Zhirnova N., Закон 2025 № 9 С. 61–68
The study is devoted to a comprehensive analysis of legal conflicts that arise during the processing of personal data on social networks. Based on a systematic study of Russian legislation and the evolution of case law, key problems of qualifying the status of such data have been identified. The erroneous identification of the concepts of ...
Added: October 1, 2025
Лескина Э. И., Soldatkina O., Закон 2025 № 8 С. 66–76
Статья анализирует законодательство Индии в области обеспечения оборота цифровых данных с фокусом на защите персональных данных. Авторы исследуют развитие правового регулирования в этой сфере, начиная с 2016 года, когда началась цифровая трансформация различных процессов и общественных отношений в Индии, и до принятия Закона о защите цифровых персональных данных в августе 2023 года. В статье подчеркивается ...
Added: August 24, 2025
Zhuchkova S., Девятников В. Ю., Kazun A. et al., Мониторинг общественного мнения: Экономические и социальные перемены 2025 № 2 С. 170–192
The development of empirical legal studies in Russia is restricted by the lack of sources of disaggregated data on law enforcement available to social researchers. One of the potential sources of such data, which is still insufficiently used in Russian research, is the publicly available texts of court verdicts, in particular court sentences. This article ...
Added: May 8, 2025
Popov D., Пути России. Журнал cоциальных и этнографических исследований 2025 Т. 3 № 1 С. 183–185
Данная книга подводит промежуточный итог процессу развития гражданской науки в современной России. Основываясь на собственном опыте, авторы раскрывают теоретические и практические особенности данного явления в его текущем виде. Авторский коллектив возглавляют создатели проекта «Люди науки», одной из самых успешных инициатив в сфере гражданской науки, которые подробно рассказывают о пути создания проекта. Кроме того, среди авторов ...
Added: February 24, 2025
Aleksandr Belov, Zakharov F., Litvinenko E. et al., , in: International IoT, Electronics and Mechatronics Conference, Volume 2. Proceedings of IEMTRONICS 2024. LNEE, volume 1228Vol. 1228.: Springer Publishing Company, 2025. P. 275–287.
Added: January 26, 2025
Stefan Nikolić, Ignatov D. I., Khvorykh G. et al., PeerJ Computer Science 2024 Vol. 10 Article e2454
Despite the identification of several dozen genetic loci associated with ischemic stroke (IS), the genetic bases of this disease remain largely unexplored. In this research we present the results of genome-wide association studies (GWAS) based on classical statistical testing and machine learning algorithms (logistic regression, gradient boosting on decision trees, and tabular deep learning model ...
Added: December 11, 2024
Лескина Э. И., Хозяйство и право 2022 № 3 С. 81–87
Data is recognized as a key factor in the development of the economy, new oil, and its collection and generation around the world is increasing every year. In such conditions, the state in the new conditions faces important tasks in the form of the development of innovations, the economy, the quality of the provision of ...
Added: October 2, 2024
Dmitry I. Tekutev, Legal Issues in the Digital Age 2024 Vol. 5 No. 1 P. 4–18
Corporations are now increasingly embracing the advances of Data Science and behavioural economics. This will undoubtedly have far-reaching implications for many areas of legal regulation and practice. The author believes that private law aimed at regulating relations between business and consumers will be the first to deal with the transformation. This article outlines the main ...
Added: June 5, 2024
Dezhina I., Terra Economicus 2023 Т. 21 № 3 С. 70–87
The article examines open science practices in relation with the Open Science framework. The core values of open science, emerged as a response to the long-standing challenges to scientific knowledge production, include: transparency, scrutiny, critique and reproducibility; equality of opportunities; responsibility, respect and accountability; collaboration, participation and inclusion; flexibility; sustainability. These are the guiding principles ...
Added: November 23, 2023
Manzo M., Giordano M., Maddalena L. et al., Studies in Computational Intelligence 2023 Vol. 1084 P. 117–145
Essential genes (EGs) are fundamental for the growth and survival of a cell or an organism. Identifying EGs is an important issue in many areas of biomedical research, such as synthetic and system biology, drug development, mechanistic and therapeutic investigations. The essentiality is a context-dependent dynamic attribute of a gene that can vary in different ...
Added: September 14, 2023