Design and Practice of Aerobics Teaching Design Based on Data Fusion Algorithm

Ma, Chuanqi

doi:10.1155/2022/1275508

Cited by 3 publications

(4 citation statements)

References 25 publications

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“…e profession is positioned to cultivate talents in leisure education, leisure sports venue operation and management, leisure sports project development, and leisure product promotion. Aerobics has the meaning of aerobic gymnastics in foreign countries, also known as aerobic gymnastics and aerobic dance, with the characteristics of aerobic exercise [4]. From the exercise purpose and task, aerobics can be divided into fitness aerobics, competitive aerobics, performance aerobics, and fitness aerobics; its audience is mainly the public, so it is also known as public aerobics or aerobic fitness exercise.…”

Section: Introductionmentioning

confidence: 99%

Design of Hybrid Teaching System for Aerobic Exercise Class of Recreational Sports Major

Yang

Mao

2022

Mobile Information Systems

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In recent years, the social economy has achieved remarkable development, and the income of residents has increased substantially. With the increasing income, residents begin to pursue a high quality of life, and the ways of entertainment also begin to become diversified. In this context, leisure sports have gradually come into the public’s view, and more and more people have started to participate in leisure sports. Aerobic gymnastics, as a popular form of fitness, is an important carrier to carry out national fitness sports and promote national health, and the development of national fitness sports cannot be carried out without scientific and effective aerobic gymnastics teaching, training, and guidance. At the present stage, the traditional aerobics teaching content and teaching methods of leisure sports majors are difficult to meet the needs of students learning. Therefore, the hybrid teaching system of aerobics classes based on cloud computing and neural networks is proposed, which combines the advantages of a network teaching and traditional teaching to comprehensively and effectively improve the efficiency and quality of aerobics teaching and improve the classroom teaching effect. At the same time, it promotes leisure sports students to systematically master the basic theoretical knowledge, skills, and methods, improve the comprehensive ability of independent learning and inquiry learning, have the ability of leisure sports program guidance and aerobics teaching organization, enhance their employability, and cultivate “multidiscipline” students who can adapt to the needs of the times and engage in technical guidance of aerobics and participate in leisure sports market services in leisure fitness clubs, industry associations, and educational institutions. This course aims to cultivate “multidiscipline” applied talents who can work in leisure and fitness clubs, industry associations, and educational institutions.

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Section: Introductionmentioning

confidence: 99%

Design of Hybrid Teaching System for Aerobic Exercise Class of Recreational Sports Major

Yang

Mao

2022

Mobile Information Systems

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“…Literature [9] shows that the original data features can be extracted from the convergence node using a convolutional neural network. The data fusion efficiency and accuracy can be effectively improved by sending the fused data to the convergence node with the same amount of data.…”

Section: Introductionmentioning

confidence: 99%

“…Ming Shi, Chen Liang and Lianjun Fan. Applied Mathematics and Nonlinear Sciences, 9(1) (2024)[1][2][3][4][5][6][7][8][9][10][11][12][13][14] …”

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confidence: 99%

Construction of a cross-domain integration teaching model for physical education oriented to the characteristics of disciplines

Shi,

Liang,

Fan

2023

Applied Mathematics and Nonlinear Sciences

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In this paper, we first use SemiSDAE and matrix decomposition to model the source and target domains according to the subject features and convert the encoder feature space to the matrix decomposition feature space through the feature transformation function to deeply integrate the features extracted from both. Combining the implicit feedback information of users for cross-domain recommendation and retaining the semantic information, the features of various disciplines are integrated into the online and offline cross-domain teaching based on the SPOC platform. The method in this paper has a high recall rate of 0.99 in 60% of training data, and 0.96 in 80% of training data, and the results of various sports programs are excellent, which can organically combine sports with other disciplines and promote the development and innovation of sports teaching.

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“…Aerobics is an emerging sports program that integrates gymnastics, dance, music, is based on aerobic exercises, and is characterized by health, strength, and beauty ( 14 , 15 ). Existing research suggests that women’s participation in mass aerobics can not only maintain positive and optimistic mood and improve mood, but also interfere with depression and anxiety.…”

Section: Introductionmentioning

confidence: 99%

Effects of aerobics training on anxiety, depression and sleep quality in perimenopausal women

2022

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ObjectiveTo investigate the effect of aerobics training on anxiety, depression and sleep disturbance in perimenopausal women.Materials and methodsA total of 289 perimenopausal women with anxiety, depression or sleep disorder in Lishi district of Luliang city were treated with aerobics training. Self-rating anxiety scale, self-rating depression scale and Pittsburgh sleep scale were used to investigate the anxiety, depression and sleep status of perimenopausal women before and after intervention.ResultsAfter aerobics training, the scores of self-rating anxiety scale, self-rating depression scale and Pittsburgh sleep questionnaire were 48.26 ± 6.47, 50.27 ± 6.54 and 10.64 ± 4.38, respectively. The levels of anxiety, depression and sleep disorder in 289 subjects were significantly lower than those before intervention (t = 3.865, 4.541, 5.596, P < 0.01). The remission rate of symptoms was significantly different in subjects with different frequency of spontaneous practice (P < 0.01), and the higher the number of spontaneous practice, the higher the remission rate of anxiety, depression and sleep disorders in subjects (P < 0.01).Conclusionaerobics training can effectively improve the anxiety and depression of perimenopausal women, improve sleep quality, the more frequency of practice, the more obvious the effect. It can be used as an intervention to improve the mental health level of perimenopausal women in terms of anxiety, depression and sleep quality in clinical promotion.

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Design and Practice of Aerobics Teaching Design Based on Data Fusion Algorithm

Cited by 3 publications

References 25 publications

Design of Hybrid Teaching System for Aerobic Exercise Class of Recreational Sports Major

Design of Hybrid Teaching System for Aerobic Exercise Class of Recreational Sports Major

Construction of a cross-domain integration teaching model for physical education oriented to the characteristics of disciplines

Effects of aerobics training on anxiety, depression and sleep quality in perimenopausal women

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