Characteristics and optimization of core local network: Big data analysis of football matches

doi:10.1016/j.chaos.2020.110136

CSpace

	Characteristics and optimization of core local network: Big data analysis of football matches
	Wu, Yao 1; Xia, Zeyu 1; Wu, Tian 2; Yi, Qing 3,4,5; Yu, Runyu 6; Wang, Jun 7
	2020-09-01
发表期刊	CHAOS SOLITONS & FRACTALS
ISSN	0960-0779
卷号	138 页码:7
摘要	The current study constructed social network using player positions and passing process based on available literature. Multiple indicators were used to measure the importance of positions comprehensively. The results showed that in the football passing process, the attacking midfielder was the most important position, followed by the central defending midfielder. Based on two-sample difference tests, the results showed that the winning teams usually had better performance on positions of forward on left, central forward, defender on left and defender on right. To analyze the effects of playing positions on the whole network and test the sensitivity of passing networks, we deleted n (n = 1, 2, 3..., 10) positions of a team, and then tested the efficiency of the networks based on positions left. (C) 2020 Elsevier Ltd. All rights reserved.
关键词	Football match Social network Playing positions Sensitivity analysis Network efficiency
DOI	10.1016/j.chaos.2020.110136
收录类别	SCI
语种	英语
资助项目	Shanghai Municipal Education Commission[19CG57]
WOS研究方向	Mathematics ; Physics
WOS类目	Mathematics, Interdisciplinary Applications ; Physics, Multidisciplinary ; Physics, Mathematical
WOS记录号	WOS:000626597500011
出版者	PERGAMON-ELSEVIER SCIENCE LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/58352
专题	中国科学院数学与系统科学研究院
通讯作者	Yi, Qing
作者单位	1.Tsinghua Univ, Sch Econ & Management, Beijing 100084, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 3.Shanghai Univ Sport, Sch Phys Educ & Sport Training, Shanghai 200438, Peoples R China 4.Shanghai Univ Sport, Shanghai Key Lab Human Performance, Shanghai 200438, Peoples R China 5.Shanghai Univ Sport, Key Lab Diag & Anal Skills & Tact Sports, Shanghai 200438, Peoples R China 6.Beijing Univ Posts & Telecommun, Sch Comp Sci, Beijing 100876, Peoples R China 7.Beijing Univ Posts & Telecommun, Sch Econ & Management, Beijing 100876, Peoples R China
推荐引用方式 GB/T 7714	Wu, Yao,Xia, Zeyu,Wu, Tian,et al. Characteristics and optimization of core local network: Big data analysis of football matches[J]. CHAOS SOLITONS & FRACTALS,2020,138:7.
APA	Wu, Yao,Xia, Zeyu,Wu, Tian,Yi, Qing,Yu, Runyu,&Wang, Jun.(2020).Characteristics and optimization of core local network: Big data analysis of football matches.CHAOS SOLITONS & FRACTALS,138,7.
MLA	Wu, Yao,et al."Characteristics and optimization of core local network: Big data analysis of football matches".CHAOS SOLITONS & FRACTALS 138(2020):7.