Research on Personalized Recommendation Strategy for Teaching Content of Sports Culture Based on Deep Learning
21. März 2025
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Online veröffentlicht: 21. März 2025
Eingereicht: 11. Nov. 2024
Akzeptiert: 20. Feb. 2025
DOI: https://doi.org/10.2478/amns-2025-0687
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© 2025 Qian Huang, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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The system improves the physical level of students
| Preexperiment | Postexperiment | |
|---|---|---|
| Height (cm) | 178.21±5.82 | 176.85±6.45 |
| Weight (kg) | 94.26±14.85 | 93.45±14.6 |
| BMI | 30.47±4.02 | 30.92±4.15** |
| Lung activity (ml) | 4107.12±568.22 | 4290.84±636.94* |
| 50 meters (s) | 8.22±1.25 | 7.72±0.60* |
| 1000 meters (s) | 349.84±53.94 | 311.94±46.78** |
| Predisposition (cm) | 3.12±4.42 | 4.53±5.72 |
| The lead is up (frequency) | 0.5±0.94 | 1.35±1.83 |
| Fixed jump (cm) | 187.46±25.13 | 208.63±25.66* |
Physical resource security system resources
| Resource type | Database name | Number of resources | Metadata field number |
|---|---|---|---|
| Figures | The sports industry expert | 940 | 20 |
| Paper | Journal paper | 32000 | 110 |
| Paper | Dr. Pegatron’s dissertation | 46000 | 106 |
| Book | Chinese book | 25000 | 20 |
| Book | Foreign library | 2348 | 12 |
| Periodicals | Foreign journal | 597 | 18 |
| Book | Library of the republic | 680 | 14 |
| Periodicals | journal | 422 | 25 |
| Paper | Undergraduate dissertation | 16500 | 23 |
| Newspapers | The sports newspaper | 270000 | 30 |
| Paper | Sports meeting paper | 3300 | 115 |
| Video | Video | 100 | 15 |
| News | Athlete report | 8320 | 14 |
| News | Sports team report | 5934 | 11 |
| News | Trainer report | 1552 | 10 |
| News | Sports related articles | 16000 | 18 |
| Collection information | Other institutions’ collection information | 610000 | 30 |
Sports knowledge, awareness and behavioral improvement
| Preexperiment | Postexperiment | |
|---|---|---|
| Sports awareness (division) | 88.21±13.52 | 95.25±10.74** |
| Sports knowledge (division) | 80.73±14.53 | 87.26±11.14** |
| Physical activity (minute) | 26.88±7.38 | 37.85±5.68** |