Modelling of information flows in the Software Carpentry environment
Abstract
Introduction. The level and speed of development of modern information technologies, the aspiration of modern society to informational unification necessitate the creation and implementation of a new model of the educational and scientific community interaction to ensure free, operational and effective access to the information resources being required for the purpose of implementing innovative means of studying and utilizing information processing tools.
Key goals. The educational and scientific community is looking for new approaches that can ensure the necessary level of education efficiency under the condition of severe limitations of resources, where time is the first of them. Therefore, an urgent problem today is the formulation of the principles of construction, modelling, and systematization of the properties of the information environment as an interactive educational and scientific platform. In this work we consider the problem using the Software Carpentry as an example.
Methods and Materials. To solve the formulated problem, we have conducted an analysis of the paradigms of informational educational environments, classifying the most widespread and available in the Ukrainian educational and research community such as Coursera, edX, Prometheus, Udemy. Another interesting direction to consider is the so-called microlearning. At the same time, the use of the above types of educational online resources for the purposes of organizing and conducting scientific research, as well as selecting and implementing new tools for processing information about objects of scientific research is difficult or impossible.
Results. The ideology of Software Carpentry is considered as one of the most successful implementations in this direction. The authors are participating in the project implemented by University of St. Andrews (Scotland) on translation the «Python programming language» course from English to Ukrainian as volunteers.
Conclusion. We propose generalized set-theoretical model of such an information environment for educational and research community interaction.
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References
/References
A Memorandum on Lifelong Learning. Commission of the European Communities. 2000. URL: https://arhiv.acs.si/dokumenti/Memorandum_on_Lifelong_Learning.pdf (last accessed: 20.01.2023).
Y. Yao, P. Wang, Y. JunJiang, Q. Li, Y Li, “Innovative online learning strategies for the successful construction of student self-awareness during the COVID-19 pandemic: Merging TAM with TPB”, Journal of Innovation & Knowledge, vol.7, issue 4, 2022. URL: Innovative online learning strategies for the successful construction of student self-awareness during the COVID-19 pandemic: Merging TAM with TPB | Elsevier Enhanced Reader (last accessed: 20.01.2023).
Software Carpentry. Software Carpentry. URL: https://software-carpentry.org/ (last accessed: 20.01.2023).
Coursera | Degrees, Certificates, & Free Courses. Coursera. URL: https://www.coursera.org/ (last accessed: 20.01.2023).
edX | Free Online Courses by Harvard, MIT, & more. edX. URL: https://www.edx.org/ (last accessed: 20.01.2023).
Prometheus – Courses of Ukraine. Prometheus. [in Ukrainian]. URL: https://prometheus.org.ua/ (дата звернення 20.01.2023).
Udemy | Online Courses. Udemy. URL: https://www.udemy.com/ (Last accessed: 20.01.2023).
O.V. Zhmai, L.V. Chepurna, “Advantages of microlearning in the modern conditions of online education”, in Modern juveniles in the world of information technologies: Materials II All-Ukr. sci.-pract. internet-conf., Kherson, May 14, 2021. Kherson, 2021, pp. 115-116. [in Ukrainian]. URL: Збірка конференції СМСІТ-2021.pdf (ksau.kherson.ua) (дата звернення 20.01.2023).
Open innovation, Open Science, open to the world. A vision for Europe. European Commission. URL: Open innovation, open science, open to the world | Shaping Europe’s digital future (europa.eu) (last accessed: 20.01.2023).
Y. Cui, Z. Ma, L. Wang, A. Yanga, Q. Liu, S. Kong, H. Wang, “A survey on big data-enabled innovative online education systems during the COVID-19 pandemic”, Journal of Innovation & Knowledge, vol. 8, issue 1, 2023. URL: A survey on big data-enabled innovative online education systems during the COVID-19 pandemic | Elsevier Enhanced Reader (last accessed: 20.01.2023).
X. Wei, V. Taecharungroj, “How to improve learning experience in MOOCs an analysis of online reviews of business courses on Coursera”, The International Journal of Management Education, vol. 20, issue 3, 2022. URL: How to improve learning experience in MOOCs an analysis of online reviews of business courses on Coursera | Elsevier Enhanced Reader (last accessed: 20.01.2023).
J.M. Fernandez-Batanero, M. Montenegro-Rueda, J. Fernandez-Cerero, P. Tadeu, “Online education in higher education: emerging solutions in crisis times”, Heliyon, vol. 20, issue 3, 2022. URL: Online education in higher education: emerging solutions in crisis times | Elsevier Enhanced Reader (last accessed: 20.01.2023).
I. Ruthotto, Q. Kreth, J. Melkers, “Entering or advancing in the IT labor market: The role of an online graduate degree in computer science”, The Internet and Higher Education, vol. 51, 2021. URL: Entering or advancing in the IT labor market: The role of an online graduate degree in computer science | Elsevier Enhanced Reader (last accessed: 20.01.2023).
M. Sánchez, C. De-Pablos-Heredero, J. Medina-Merodio, R. Robina-Ramírez, R. Fernandez-Sanz, “Relationships among relational coordination dimensions: Impact on the quality of education online with a structural equations model”, Technological Forecasting and Social Change, vol. 166, 2021. URL: Relationships among relational coordination dimensions: Impact on the quality of education online with a structural equations model | Elsevier Enhanced Reader (last accessed: 20.01.2023).
C. Damşa, M. Langford, D. Uehara, R. Scherer, “Teachers’ agency and online education in times of crisis”, Computers in Human Behavior, vol. 121, 2021. URL: Teachers’ agency and online education in times of crisis | Elsevier Enhanced Reader (last accessed: 20.01.2023).
J. Schwerter, T. Dimpfl, J. Bleher, K. Murayama, “Benefits of additional online practice opportunities in higher education”, The Internet and Higher Education, vol. 53, 2022. URL: Benefits of additional online practice opportunities in higher education | Elsevier Enhanced Reader (last accessed: 20.01.2023).
Quality Education. Inspiring Inquiry. URL: https://www.inspiringinquiry.com/sustainable-goals/4-quality-education (last accessed: 20.01.2023).
A Memorandum on Lifelong Learning. Commission of the European Communities. 2000. URL: https://arhiv.acs.si/dokumenti/Memorandum_on_Lifelong_Learning.pdf (last accessed: 20.01.2023).
Yao Y., Wang P., JunJiang Y., Li Q., Li Y. Innovative online learning strategies for the successful construction of student self-awareness during the COVID-19 pandemic: Merging TAM with TPB. Journal of Innovation & Knowledge. 2022. Vol. 7. Issue 4. URL: Innovative online learning strategies for the successful construction of student self-awareness during the COVID-19 pandemic: Merging TAM with TPB | Elsevier Enhanced Reader (last accessed: 20.01.2023).
Software Carpentry. Software Carpentry. URL: https://software-carpentry.org/ (last accessed: 20.01.2023).
Coursera | Degrees, Certificates, & Free Online Courses. Coursera. URL: https://www.coursera.org/ (last accessed: 20.01.2023).
edX | Free Online Courses by Harvard, MIT, & more. edX. URL: https://www.edx.org/ (last accessed: 20.01.2023).
Prometheus – Oнлайн-курси України. Prometheus. URL: https://prometheus.org.ua/ (дата звернення 20.01.2023).
Udemy | Online Courses. Udemy. URL: https://www.udemy.com/ (Last accessed: 20.01.2023).
Жмай О.В., Чепурна Л.В. Переваги мікронавчання в сучасних умовах online-освіти. Cучасна молодь в світі інформаційних технологій : Матеріали IІ Всеукр. наук.-практ. інтернет-конф., м. Херсон, 14 травня 2021 р., / Херсонс. держ. аграрно-економ. ун-т, Херсон, 2021. – С. 115-116. URL: Збірка конференції СМСІТ-2021.pdf (ksau.kherson.ua) (дата звернення 20.01.2023).
Open innovation, Open Science, open to the world. A vision for Europe. European Commission. URL: Open innovation, open science, open to the world | Shaping Europe’s digital future (europa.eu) (last accessed: 20.01.2023).
Cui Y., Ma Z., Wang L., Yanga A., Liu Q., Kong S., Wang H. A survey on big data-enabled innovative online education systems during the COVID-19 pandemic. Journal of Innovation & Knowledge. 2023. Vol. 8. Issue 1. URL: A survey on big data-enabled innovative online education systems during the COVID-19 pandemic | Elsevier Enhanced Reader (last accessed: 20.01.2023).
Wei X., Taecharungroj V. How to improve learning experience in MOOCs an analysis of online reviews of business courses on Coursera. The International Journal of Management Education. 2022. Vol. 20. Issue 3. URL: How to improve learning experience in MOOCs an analysis of online reviews of business courses on Coursera | Elsevier Enhanced Reader (last accessed: 20.01.2023).
Fernandez-Batanero J.M., Montenegro-Rueda M., Tadeu P. Online education in higher education: emerging solutions in crisis times. Heliyon. 2022. Vol. 20. Issue 3. URL: Online education in higher education: emerging solutions in crisis times | Elsevier Enhanced Reader (last accessed: 20.01.2023).
Ruthotto I., Kreth Q., Melkers J. Entering or advancing in the IT labor market: The role of an online graduate degree in computer science. The Internet and Higher Education. 2021. Vol. 51. URL: Entering or advancing in the IT labor market: The role of an online graduate degree in computer science | Elsevier Enhanced Reader (last accessed: 20.01.2023).
Sánchez M., De-Pablos-Heredero C., Medina-Merodio J., Robina-Ramírez R., Fernandez-Sanz R. Relationships among relational coordination dimensions: Impact on the quality of education online with a structural equations model. Technological Forecasting and Social Change. 2021. Vol. 166. URL: Relationships among relational coordination dimensions: Impact on the quality of education online with a structural equations model | Elsevier Enhanced Reader (last accessed: 20.01.2023).
Damşa C., Langford M., Uehara D., Scherer R. Teachers’ agency and online education in times of crisis. Computers in Human Behavior. 2021. Vol. 121. URL: Teachers’ agency and online education in times of crisis | Elsevier Enhanced Reader (last accessed: 20.01.2023).
Schwerter J., Dimpfl T., Bleher J., Murayama K. Benefits of additional online practice opportunities in higher education. The Internet and Higher Education. 2022. Vol. 53. URL: Benefits of additional online practice opportunities in higher education | Elsevier Enhanced Reader (last accessed: 20.01.2023).
Quality of education. Inspiring Inquiry. URL: https://www.inspiringinquiry.com/sustainable-goals/4-quality-education (last accessed: 20.01.2023).