在足球比赛中研究球队传球网络的状态动态
1Department of Information Science Technology, University of Houston, Houston, TX, USA.
Journal of sports sciences
|June 27, 2023
概括
本研究使用复杂的网络方法分析了足球队传球网络动态. 它揭示了不同的团队状态和过渡,为足球战术和表现提供了新的见解.
科学领域:
- 运动科学 运动科学 运动科学
- 网络科学 网络科学
- 数据分析 数据分析
背景情况:
- 复杂网络被用来研究足球队的行为,战术和表现.
- 球队传球网络随着时间的推移而演变,反映出战术策略和游戏过渡.
- 现有的研究缺乏对团队通过网络状态动态的分析,与大脑网络研究不同.
研究的目的:
- 为了研究足球中球队传球网络的状态动态.
- 将动态大脑网络分析的方法应用于足球.
- 识别足球传球动态中的关键球队状态和过渡.
主要方法:
- 滑动时间窗口分析
- 网络建模和图形距离测量
- 集群和集群验证技术的集群和集群验证技术
主要成果:
- 在团队通过网络中确定了不同的时间模式和状态动态.
- 在2018年FIFA世界杯决赛期间分析了克罗地亚和法国的状态动态.
- 证明了时间窗口和图形距离对结果的影响.
结论:
- 引入了一种新的方法来检查足球中的球队传球网络动态.
- 促进对球传球运动中的关键团队状态和过渡的认可.
- 为分析团队表现和战术演变提供了新的视角.
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