Research on the New Mode of Integration and Development of College Students’ Physical Education Teaching and Athletic Training Empowered by Cloud Computing Technology in Colleges and Universities
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Sep 29, 2025
About this article
Published Online: Sep 29, 2025
Received: Jan 12, 2025
Accepted: Apr 21, 2025
DOI: https://doi.org/10.2478/amns-2025-1088
Keywords
© 2025 Cheng Rong and Feng Tian, published by Sciendo.
This work is licensed under the Creative Commons Attribution 4.0 International License.
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Final cluster center
| N | Final cluster center | Data total |
|---|---|---|
| 1 | 0.699,0.661,0.342,0.544,0.508,0.833,0.553,0.9,0.587,0.595,0.848,0.333 | 265 |
| 2 | 0.591,0.867,0.716,0.878,0.457,0.221,0.524,0.486,0.787,0.518,0.881,0.363,0.946 | 228 |
| 3 | 0.212,0.472,0.614, 0.913,0.532,0.501,0.502,0.376 | 7 |
Comparison of physical education after experiment
| Sports knowledge | Athletic ability | Physical behavior | Physical psychology | |
|---|---|---|---|---|
| Control group | 0.738 | 0.865 | 0.905 | 0.644 |
| Experimental group | 0.795 | 0.946 | 1.003 | 0.725 |
| p-value | 0.026 | 0 | 0.001 | 0.026 |
| Control group | 0.768 | 0.927 | 0.972 | 0.638 |
| Experimental group | 0.802 | 1.025 | 1.058 | 0.741 |
| p-value | 0.039 | 0 | 0.003 | 0.002 |
Physical health contrast after experiment
| Lung activity (ml)) | 50 meters (ss) | Fixed jump (cm) | Predisposition (cm) | 800 meters / 1000 meters (min)) | 1 minute sit-ups/laps | |
|---|---|---|---|---|---|---|
| Control group | 2505 | 9.75 | 156.9 | 15.86 | 4.275 | 29.8 |
| Experimental group | 2784 | 9.15 | 177.2 | 22.04 | 3.826 | 34 |
| p-value | 0.03 | 0.006 | 0 | 0 | 0 | 0.003 |
| Control group | 3488 | 8.24 | 209.6 | 10.25 | 4.424 | 5.3 |
| Experimental group | 4016 | 7.57 | 235.4 | 17.05 | 3.684 | 16.6 |
| p-value | 0.002 | 0 | 0 | 0.03 | 0 | 0 |
The initial cluster center formed after the clustering
| N | Initial cluster center |
|---|---|
| 1 | 0.72548,0.47335,0.89756,0.57759,0.39929,0.25369,0.92262,0.39352,0.36731,0.20848,0.52399,0.73786,0.44317,0.30909,0.85976,0.65595,0.84858,0.41251 |
| 2 | 0.81555,0.80462,0.52655,0.62047,0.58542,0.93091,0.39356,0.65839,0.44562,0.62879,0.84569,0.83268,0.33746,0.93321,0.32595,0.84117,0.94295,0.21966,0.5159 |
| 3 | 0.31234,0.39535,0.91919,0.81234,0.22264,0.83923,0.34159,0.92848,0.26082,0.8634,0.3755,0.90395,0.51096,0.79227,0.27814,0.68238,0.51867,0.81662,0.38069 |