Abstract
Based on the concept of health, physical activity, and fitness risk evaluation of the elderly, this paper puts forward the feasibility of constructing the evaluation index system of physical fitness ability of the elderly from the theoretical and practical aspects. By using the methods of literature review and expert interview, this paper studies the evaluation index of physical fitness ability of the elderly. This paper constructs the fitness evaluation model of the elderly based on data mining and carries out the case analysis of the elderly fitness effect evaluation.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
He W, Peng N, Chen Q, Xiang T, Wang P, Pang J (2020) The relationships among the skeletal muscle mass index, cardiorespiratory fitness and the prevalence of coronary artery disease in the elderly population. Arch Gerontol Geriatr 90(9–10):
Ciprandi D, Zago M, Bertozzi F, Sforza C, Galvani C (2018) Influence of energy cost and physical fitness on the preferred walking speed and gait variability in elderly women. J Electromyogr Kinesiol 43(12):1–6
André H-, Carnide F, Moço A, Valamatos M-J, Ramalho F, Santos-Rocha R, Veloso A (2018) Can the calf-raise senior test predict functional fitness in elderly people? A validation study using electromyography, kinematics and strength tests. Phys Therapy Sport 32(7):252–259
Di Girolamo FG, Situlin R, Mazzucco S, Šimunič B, Pisot R, Biolo G (2016) OR22: Abdominal fat accumulation is a key determinant of muscle mass and strength as well as cardiovascular fitness in active elderly subjects. Clin Nutr 35(1):1–9
Jang SY, Park KH, Soc WY (2020) The association between breakfast consumption patterns and physical fitness Association entre les habitudes de consommation du petit déjeuner et les variables de condition physique dans un échantillon d’adultes et de personnes âgées en Corée. Sci Sports 35(10):1–7
McKune AJ, Peters B, Ramklass SS, van Heerden J, Roberts C (2017) Autonomic cardiac regulation, blood pressure and cardiorespiratory fitness responses to different training doses over a 12 week group program in the elderly. Arch Gerontol Geriatr 70(5–6):130–135
Acknowledgements
This paper is part of achievement of sports and health management program, the program number: 2019TD002. Thanks to the support of Academic Center of Sports and Health in Wuhan Business University.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Zhou, D. (2021). Research on Fitness Effect Evaluation of Elderly Based on Data Mining Technology. In: Yu, Z., Patnaik, S., Wang, J., Dey, N. (eds) Advancements in Mechatronics and Intelligent Robotics. Advances in Intelligent Systems and Computing, vol 1220. Springer, Singapore. https://doi.org/10.1007/978-981-16-1843-7_60
Download citation
DOI: https://doi.org/10.1007/978-981-16-1843-7_60
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-16-1842-0
Online ISBN: 978-981-16-1843-7
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)