摘要
团队合作在竞技体育中具有举足轻重的地位。从足球运动入手,提出从比赛中所有传球组成的传球网络中提取出网络模式,并对球员坐标使用K均值聚类,得到整场比赛不同时间段球队的阵形,通过计算优秀的网络模式与阵型所占比例,建立了足球比赛团队合作评价模型。最后,使用2017-2018赛季埃弗顿队的比赛数据集,验证了模型的准确性。
Teamwork plays a pivotal role in competitive sports. This paper starts with football. It extracts the network motifs from the passing network composed of all passes in the game,and uses K-means clustering on the player positions to obtain the team formation at different moments of the game. Then,calculate the proportion of excellent network motifs and team formation a team cooperation evaluation model for football matches is established. Finally,the data set of the Everton team in the 2017-2018 season was used to verify the accuracy of the model.
作者
李咏豪
LI Yonghao(School of Computer Science and Engineering,Nanjing University of Science and Technology,Nanjing 210094)
出处
《现代计算机》
2021年第22期20-23,共4页
Modern Computer
基金
南京理工大学本科生科研训练“百千万”计划项目(No.201810288012)。
