Neural network analysis of the development of physical education and sports in Russia as an economic factor of country security

Letiagina, Elena N.; Перова, В.И.; Orlova, Elena A.

doi:10.2991/icistis-19.2019.37

Cited by 9 publications

(4 citation statements)

References 10 publications

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“…The authors of scientific works show that offensive and defensive game schemes can be determined objectively, therefore, the effectiveness of specific tactical activities can be evaluated. Neural networks are also used for strategic planning of the development of physical education and sports, which is necessary to improve the quality of human capital and to ensure the economic security of the country [7].…”

Section: Methodsmentioning

confidence: 99%

The Application of Mathematical Modeling in Building of Social and Environmental Competence of Future Technical Specialists in the Health Care Area

2020

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The paper considers building of social and environmental competence of future technical specialists. It shows that health care competence building is becoming more pressing issue each year. Behavioral patterns are formed in the process of training, upbringing and observing people around. They allow forming the ability or readiness to use the acquired interdisciplinary knowledge in professional activities related to health, safety of human life, as well as in the process of studying such disciplines as the “Elective Courses on Physical Education and Sports” and “Physical Education and Sports”. The patterns offer the possibility to develop a behavioral socio-ecological algorithm efficiently. In pedagogy and didactic processes, mathematical modeling is aimed at clarifying phenomena that are not amenable to experiment or unobservable as well as patterns of education for the development of efficient teaching technologies. The paper considers mathematical descriptions of the models for formation, interaction and efficiency of various target groups exemplified by Nordic walking, indoor soccer and interdisciplinary teams. It shows the dependence of student group population on an activity and quantitative composition of potential participants of sports group. This mathematical model is also applicable for building socioecological competence of future technical specialists in the framework of participation in interdisciplinary projects, research activities, Olympiads, social and environmental events that contribute to the assimilation of socio-ecological patterns of behavior, the condition for the development of which is the unity of cognitive and practical activities in the process of studying at the university. The paper includes the interim experiment results.

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Section: Methodsmentioning

confidence: 99%

The Application of Mathematical Modeling in Building of Social and Environmental Competence of Future Technical Specialists in the Health Care Area

2020

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“…Given the wide variation of its impact, studies in PE have been increasing (Hastie et al, 2011). These range from primary school (Andrieieva et al, 2017), adolescents (Dalen et al, 2017), to adults (Loprinzi et al, 2015) and geriatrics (Kosse et al, 2013), sports (Petrovska et al, 2020) as well how the sports industry interacts with an active economy (Solntsev, 2012) and investment opportunities (Letiagina et al, 2019). Professionals work in schools, sports clubs, or community centres (Nahas and Garcia, 2010) as well as in private facilities.…”

Section: Introductionmentioning

confidence: 99%

Bibliometric indicators in Physical Education research: Brazil in comparison

Pimentel,

Vianna,

Pimentel

et al. 2023

Rev. Bras. Ciênc. Esporte

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Scopus and Web of Science were used to evaluate papers on Physical Education worldwide and in Brazil. Most documents are published in the USA and England, Brazil being the 6th largest. Brazilians tend to publish in Brazil. Countries with a higher % of documents in Q1 journals have higher % of top 10% cited documents. Most countries increase their Top 10% score when publishing in open access, while Brazil decreases. Differentiation between country clusters is due to % documents in Q1 journals, international collaboration, Open Access, citations/paper and documents in Top 10%. Brazil researches similar topics to those worldwide. Publishing in Q1 journals, and more industry and international collaboration can increase the impact of publications by Brazilian authors.

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“…One of the characteristics of human capital is a healthy lifestyle of a country's citizens, which ensures longevity of its population. In this regard, it is important to create the necessary conditions for the development of physical culture and sports in order to engage various segments of the population in mass physical culture and sports activities on a regular basis (Letiagina and Kolodeev, 2021;Letiagina, Perova, Orlova, 2019).…”

Section: Introductionmentioning

confidence: 99%

Neurocomputing for the Research of Sustainable Regional Development of Physical Culture, Sports and Tourism in the Context of Ensuring the Quality of Human Capital

Letiagina¹,

Перова²,

Gutko³

2021

Human, Technologies and Quality of Education, 2021

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In today’s world, human capital is one of the key indicators of a country’s sustainable socio-economic development. We have used neurocomputing tools to study the current state of physical education, sports and active tourism in the context of ensuring the quality of human capital, in order to preserve the population’s health and increase life expectancy. The relevance of research in this field is determined by the importance of physical activity for the development of human capital, which is one of the central internal factors of countries’ economic potential. Human capital also plays an important role in ensuring national security and sustainable regional development. We have performed a cluster analysis of physical culture and sports data in Russian regions using the tools of neural networks, one of the branches of artificial intelligence. The proposed approach based on neurocomputing and neural network modeling can be helpful in informing strategy proposals and measures aimed at enhancing the sustainable development and the role of physical culture, sports and tourism to ensure the quality of human capital.

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Neural network analysis of the development of physical education and sports in Russia as an economic factor of country security

Cited by 9 publications

References 10 publications

The Application of Mathematical Modeling in Building of Social and Environmental Competence of Future Technical Specialists in the Health Care Area

The Application of Mathematical Modeling in Building of Social and Environmental Competence of Future Technical Specialists in the Health Care Area

Bibliometric indicators in Physical Education research: Brazil in comparison

Neurocomputing for the Research of Sustainable Regional Development of Physical Culture, Sports and Tourism in the Context of Ensuring the Quality of Human Capital

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