Study on Skills Enhancement Strategy Based on Sensing Technology in College Sports Football Teaching
and
Sep 29, 2025
About this article
Published Online: Sep 29, 2025
Received: Jan 20, 2025
Accepted: Apr 30, 2025
DOI: https://doi.org/10.2478/amns-2025-1103
Keywords
© 2025 Gang Huang et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
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Before and after the intervention
| Gender | Project | Experimental group | Control group | ||
|---|---|---|---|---|---|
| Premeasurement | Posttest | Premeasurement | Posttest | ||
| Male | Toe ball | 4.8±2.755 | 7.5±2.358 | 5.0±2.774 | 7.2±2.545 |
| Rod ball | 3.6±2.648 | 6.9±1.956 | 3.4±2.295 | 5.6±2.079 | |
| Kick | 4.8±2.102 | 6.0±1.675 | 4.9±2.031 | 5.3±1.547 | |
| Line running | 4.8±2.841 | 6.3±1.454 | 4.9±2.435 | 5.2±2.457 | |
| Playgame | 4.7±1.264 | 7.8±1.454 | 4.8±1.175 | 5.8±1.457 | |
| Female | Toe ball | 2.3±1.645 | 6.3±1.754 | 2.3±1.789 | 4.2±1.578 |
| Rod ball | 3.0±2.911 | 5.2±1.454 | 3.0±2.968 | 3.2±1.078 | |
| Kick | 3.1±1.759 | 4.6±1.645 | 3.1±1.826 | 3.3±1.024 | |
| Line running | 3.1±0.785 | 4.5±1.454 | 3.2±0.722 | 3.7±1.457 | |
| Playgame | 3.0±1.005 | 5.6±1.454 | 3.1±0.989 | 3.8±0.877 | |
Test of horizontal difference in football technology after experiment
| Gender | Project | Experimental group | Control group | df | F | P |
|---|---|---|---|---|---|---|
| Male | Toe ball | 7.5±2.358 | 7.2±2.545 | 1 | 0.002 | 0.967 |
| Rod ball | 6.9±1.956 | 5.6±2.079 | 1 | 0.944 | 0.002** | |
| Kick | 6.0±1.675 | 5.3±1.547 | 1 | 0.158 | 0.123 | |
| Line running | 6.3±1.454 | 5.2±2.457 | 1 | 7.552 | 0.007** | |
| Playgame | 7.8±1.454 | 5.8±1.457 | 1 | 7.242 | 0.001** | |
| Female | Toe ball | 6.3±1.754 | 4.2±1.578 | 1 | 3.005 | 0.002** |
| Rod ball | 5.2±1.454 | 3.2±1.078 | 1 | 2.142 | 0.001** | |
| Kick | 4.6±1.645 | 3.3±1.024 | 1 | 2.658 | 0.001** | |
| Line running | 4.5±1.454 | 3.7±1.457 | 1 | 1.549 | 0.000** | |
| Playgame | 5.6±1.454 | 3.8±0.877 | 1 | 1.325 | 0.000** |
Experimental results of the football game
| Football experiment | K-NN | NBC | CART | DA | SVM |
|---|---|---|---|---|---|
| 1 | 100.0% | 100.0% | 90.0% | 60.0% | 100.0% |
| 2 | 100.0% | 100.0% | 100.0% | 80.0% | 100.0% |
| 3 | 100.0% | 100.0% | 100.0% | 60.0% | 100.0% |
| 4 | 90.0% | 90% | 80.0% | 100.0% | 100.0% |
| 5 | 100.0% | 100.0% | 100.0% | 50.0% | 100.0% |
| 6 | 100.0% | 100.0% | 90.0% | 70.0% | 100.0% |
| 7 | 90.0% | 80.0% | 100.0% | 40.0% | 100.0% |
| 8 | 100.0% | 100.0% | 80.0% | 50.0% | 100.0% |
| Mean | 97.5% | 96.3% | 92.5% | 63.8% | 100.0% |
Test results of pre-experimental football technology
| Gender | Project | Experimental group | Control group | df | F | P |
|---|---|---|---|---|---|---|
| Male | Toe ball | 4.8±2.755 | 5.0±2.774 | 1 | 0.247 | 0.724 |
| Rod ball | 3.6±2.648 | 3.4±2.295 | 1 | 0.092 | 0.848 | |
| Kick | 4.8±2.102 | 4.9±2.031 | 1 | 0.076 | 0.978 | |
| Line running | 4.8±2.841 | 4.9±2.435 | 1 | 0.015 | 0.894 | |
| Playgame | 4.7±1.264 | 4.8±1.175 | 1 | 0.007 | 0.936 | |
| Female | Toe ball | 2.3±1.645 | 2.3±1.789 | 1 | 0.145 | 0.931 |
| Rod ball | 3.0±2.911 | 3.0±2.968 | 1 | 0.088 | 0.958 | |
| Kick | 3.1±1.759 | 3.1±1.826 | 1 | 0.071 | 0.908 | |
| Line running | 3.1±0.785 | 3.2±0.722 | 1 | 0.069 | 0.903 | |
| Playgame | 3.0±1.005 | 3.1±0.989 | 1 | 0.017 | 0.966 |