Physical education teaching for saving energy in basketball sports athletics using Hidden Markov and Motion Model

A new trend of schooling is characterized by long‐term learning and driven by technological, social, and cultural developments. This trend means that physical education (PE) and sports science must be strengthened. Although PE and sports are practical activities, specialists can make use of modern teaching technologies. Basketball is intended to develop the skills and understanding of movement and protection and its ability to take use of an active and healthy lifestyle in a variety of activities. Therefore, a survey suggested that, energy is valuable part in PE, especially more energy is increased by playing basketball. Hence this study concentrates on Hidden Markov hybridised with Motion Model (HM‐HMM), to save energy through the habit of playing basketball. The secret of HM‐HMM is computer evaluation system, particularly useful for the calculation of mastery of the academic knowledge of a collection of information points in pathways in PE in colleges to approximate and infer difficulties and unknown properties according to the observed variables. This article introduces a motion model which is more practical based on studies for player movement to save energy.

[1]  A. Stergioulas,et al.  Effects of Low-Level Laser Therapy and Eccentric Exercises in the Treatment of Recreational Athletes with Chronic Achilles Tendinopathy , 2008, The American journal of sports medicine.

[2]  Martí Casals,et al.  Modelling player performance in basketball through mixed models , 2013 .

[3]  YuChun Chen.  Trash to Treasure: Using Recyclables in Physical Activity Settings , 2016 .

[4]  P. Dodds,et al.  Teaching Recruits’ Physical Education Backgrounds and Beliefs about Purposes for Their Subject Matter , 1995 .

[5]  N. Pakhalchuk,et al.  Problems of physical activity in vocational training of future teachers , 2018 .

[6]  G. Kerr,et al.  The Career Planning, Athletic Identity, and Student Role Identity of Intercollegiate Student Athletes , 2005, Research quarterly for exercise and sport.

[7]  Irina Barzykina.  The physics of an optimal basketball free throw , 2017 .

[8]  Dan Grube,et al.  Effective Classroom Management in Physical Education: Strategies for Beginning Teachers , 2018, Journal of Physical Education, Recreation & Dance.

[9]  C. Brito,et al.  Methods of body mass reduction by combat sport athletes. , 2012, International journal of sport nutrition and exercise metabolism.

[10]  A. Faigenbaum,et al.  A Coach's Dozen: An Update on Building Healthy, Strong, and Resilient Young Athletes , 2017 .

[11]  Allen K. Sills,et al.  5th International Conference on Concussion in Sport (Berlin) , 2017, British Journal of Sports Medicine.

[12]  Chia-huei Wu,et al.  Fear of failure, 2 × 2 achievement goal and self-handicapping: an examination of the hierarchical model of achievement motivation in physical education , 2009 .

[13]  Creating Powerful Curricula for Student Learning in Physical Education: Contributions of Catherine D. Ennis , 2018, Kinesiology Review.

[14]  R. Plotnikoff,et al.  The contribution of organised sports to physical activity in Australia: Results and directions from the Active Healthy Kids Australia 2014 Report Card on physical activity for children and young people. , 2016, Journal of science and medicine in sport.

[15]  J. Kivlin,et al.  Women athletes and aspects of psychological well-being and body image. , 1975, Research quarterly.

[16]  K M Khan,et al.  Augmented trochanteric bone mineral density after modified physical education classes: a randomized school-based exercise intervention study in prepubescent and early pubescent children. , 2000, The Journal of pediatrics.

[17]  Ang Chen,et al.  Elementary school students’ naïve conceptions and misconceptions about energy in physical education context , 2019, Sport, education and society.

[18]  Y. Lee.  Emotional labor, teacher burnout, and turnover intention in high-school physical education teaching , 2017 .

[19]  Krzysztof Przednowek,et al.  A System for Analysing the Basketball Free Throw Trajectory Based on Particle Swarm Optimization , 2018 .

[20]  C. Tudor-Locke,et al.  Physical Education Classes, Physical Activity, and Sedentary Behavior in Children , 2017, Medicine and science in sports and exercise.

[21]  Allen K. Sills,et al.  Consensus statement on concussion in sport—the 5th international conference on concussion in sport held in Berlin, October 2016 , 2017, British Journal of Sports Medicine.

[22]  David Brown,et al.  When Physical Activity Participation Promotes Inactivity , 2012 .

[23]  Andrew S. I. D. Lang,et al.  Modeling Basketball Free Throws , 2005, SIAM Rev..

[24]  M. Vansteenkiste,et al.  A dimensional and person-centered perspective on controlled reasons for non-participation in physical education , 2016 .

[25]  R. L. V. Niekerk,et al.  The Adolescent Age Transition and the Impact of Physical Activity on Perceptions of Success, Self-Esteem and Well-Being , 2016 .

[26]  M. Galvez,et al.  Climate Change and Schools: Environmental Hazards and Resiliency , 2017, International journal of environmental research and public health.

[27]  Sung Hyeon Cheon,et al.  The teacher benefits from giving autonomy support during physical education instruction. , 2014, Journal of sport & exercise psychology.

[28]  Sean M. Bulger,et al.  Modified Delphi Investigation of Exercise Science in Physical Education Teacher Education , 2007 .

[29]  J. Cecchini,et al.  The influence of the physical education teacher on intrinsic motivation, self-confidence, anxiety, and pre- and post-competition mood states , 2001 .

[30]  Pan Peng,et al.  Research on the Development of Education Resources for the Internet Plus Universities in the National Health Field , 2017 .

[31]  N. Meyer,et al.  International Olympic Committee (IOC) Consensus Statement on Relative Energy Deficiency in Sport (RED-S): 2018 Update. , 2018, International journal of sport nutrition and exercise metabolism.