AIMC Topic: Physical Education and Training

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Conceptual understanding and cognitive patterns construction for physical education teaching based on deep learning algorithms.

Scientific reports Dec 28, 2024
To improve students' understanding of physical education teaching concepts and help teachers analyze students' cognitive patterns, the study proposes an association learning-based method for understanding physical education teaching concepts using de...
Students Deep Learning Neural Networks, Computer Algorithms Physical Education and Training Humans Teaching Cognition Comprehension
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Artificial intelligence in physical education: comprehensive review and future teacher training strategies.

Frontiers in public health Nov 8, 2024
Artificial intelligence (AI) technology is deeply changing our lives and provides impetus for improving production and living efficiency as an important emerging tool. Digitalization and intelligent development have also become the development direct...
Artificial Intelligence Teacher Training Humans Physical Education and Training
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An intelligent model to decode students' behavioral states in physical education using back propagation neural network and Hidden Markov Model.

BMC psychology May 6, 2024
This paper highlights the need for intelligent analysis of students' behavioral states in physical education tasks. The hand-ring inertial data is used to identify students' motion sequence states. First, statistical feature extraction is performed b...
Humans Students Neural Networks, Computer Physical Education and Training Markov Chains
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Barriers and facilitators to physical activity and further digital exercise intervention among inactive British adolescents in secondary schools: a qualitative study with physical education teachers.

Frontiers in public health Jun 2, 2023
BACKGROUND: Previous studies indicated that physical education programs in schools were unsuccessful to ameliorate physical activity (PA) behaviors among adolescents. This study investigated PE teachers' perceptions of barriers and facilitators to PA...
Physical Education and Training Adolescent Child Schools Exercise Therapy Artificial Intelligence Exercise Humans
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Evaluate teaching quality of physical education using a hybrid multi-criteria decision-making framework.

PloS one Feb 16, 2023
The teaching quality evaluation of physical education is an important measure to promote the professional development of physical teachers, improve the quality of school teaching and personnel training. It is helpful for students to achieve all-round...
Fuzzy Logic Decision Making Humans Physical Education and Training
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Profiling Physical Fitness of Physical Education Majors Using Unsupervised Machine Learning.

International journal of environmental research and public health Dec 22, 2022
The academic curriculum has shown to promote sedentary behavior in college students. This study aimed to profile the physical fitness of physical education majors using unsupervised machine learning and to identify the differences between sexes, acad...
Humans Body Mass Index Male Unsupervised Machine Learning Physical Fitness Female Exercise Physical Education and Training Cross-Sectional Studies
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A Fuzzy Neural Network-Based Evaluation Method for Physical Education Teaching Management in Colleges.

Computational intelligence and neuroscience Nov 23, 2022
A novel Fuzzy Neural Network (FNN) teaching quality assessment model of physical education (PE) is presented at colleges and universities to enhance the validity of PE teaching quality evaluation. It is being done to enhance the accuracy of quality e...
Physical Education and Training Neural Networks, Computer Humans Universities
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Research on Application of Ecological Sports Innovation in Efficient Development Based on DCN Deep Learning.

Computational intelligence and neuroscience Oct 4, 2022
With the continuous improvement of social and economic level, the relationship between human and nature is deteriorating. The ecological concept has been attached importance, so the concept of ecological sports has been born. For physical education, ...
Humans Physical Education and Training Deep Learning Research Design Sports Students
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Physical education movement and comprehensive health quality intervention under the background of artificial intelligence.

Frontiers in public health Sep 16, 2022
The application of artificial intelligence has realized the transformation of people's production and lifestyle, and also promoted the progress of physical education and comprehensive health quality. The application of artificial intelligence in the ...
Humans Computer Simulation Students Physical Education and Training Artificial Intelligence Algorithms
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Application of Deep Learning in College Physical Education Design under Flipped Classroom.

Computational intelligence and neuroscience Sep 16, 2022
With the development of information technology, teaching reform has also undergone major changes. The traditional college physical education teaching method cannot meet the needs of the majority of students, and the physical education teaching mode c...
Deep Learning Humans Universities Physical Education and Training Students
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