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A Study of University Sports Training Methods Assisted by Artificial Intelligence

Ye Han

Ye Han

Dalian University of Finance and Economics, Physical education departmentDalian, China
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Han, Ye
  
Mar 24, 2025
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Published Online: Mar 24, 2025
Received: Oct 21, 2024
Accepted: Feb 04, 2025
DOI: https://doi.org/10.2478/amns-2025-0788
Keywords
© 2025 Ye Han, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Kinectv2 data flow diagram
Kinectv2 data flow diagram

Figure 2.

Physical training system framework
Physical training system framework

Figure 3.

Analysis of FMS test for college students
Analysis of FMS test for college students

Figure 4.

Analysis of stage action evaluation
Analysis of stage action evaluation

After the physical quality experiment (A VS A)

Test item Before After t P
Fixed jump 185.26±15.62cm 196.26±16.95cm 2.481 0.002
50m run 7.42±0. 56s 6.93±0.42s 2.557 0.021
800/1000m run 3.56±0.26min 3.19±0.35min 2.797 0.042
Sit-ups 30.26±5.64 35.64±6.95 2.779 0.007
Preflexion 13.24±3.62cm 17.52±2.84cm 2.939 0.017

The physical quality analysis of the students before the experiment

Test item Group A Group B t P
Fixed jump 185.26±15.62cm 188.49±16.54cm -0.956 0.526
50m run 7.42±0.56s 7.39±0.68s 0.362 0.845
800/1000m run 3.56±0.26min 3.57±0.21min -0.163 0.663
Sit-ups 30.26±5.64 29.68±5.87 0.529 0.263
Preflexion 13.24±3.62cm 14.25±4.52cm -0.887 0.241

After the physical quality experiment (A VS B)

Test item Group A Group B t P
Fixed jump 196.26±16.95cm 189.63±17.52cm 2.123 0.001
50m run 6.93±0.42s 7.21±0.35s 2.922 0.022
800/1000m run 3.19±0.35min 3.51±0.56min 2.507 0.034
Sit-ups 35.64±6.95 31.25±7.48 2.866 0.017
Preflexion 17.52±2.84cm 15.26±5.29cm 2.689 0.034

After the physical quality experiment (B VS B)

Test item Before After t P
Fixed jump 188.49±16.54cm 189.63±17.52cm 1.417 0.137
50m run 7.39±0.68s 7.21±0.35s 1.104 0.142
800/1000m run 3.57±0.21min 3.51±0.56min 0.371 0.124
Sit-ups 29.68±5.87 31.25±7.48 1.405 0.144
Preflexion 14.25±4.52cm 15.26±5.29cm 1.054 0.098
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