Characteristics and optimization of core local network: Big data analysis of football matches
文献类型：期刊论文
| 作者 | Wu, Yao1; Xia, Zeyu1; Wu, Tian2; Yi, Qing3,4,5; Yu, Runyu6; Wang, Jun7 |
| 刊名 | CHAOS SOLITONS & FRACTALS
 |
| 出版日期 | 2020-09-01 |
| 卷号 | 138页码:7 |
| 关键词 | Football match Social network Playing positions Sensitivity analysis Network efficiency |
| ISSN号 | 0960-0779 |
| DOI | 10.1016/j.chaos.2020.110136 |
| 英文摘要 | 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. |
| 资助项目 | Shanghai Municipal Education Commission[19CG57] |
| WOS研究方向 | Mathematics ; Physics |
| 语种 | 英语 |
| WOS记录号 | WOS:000626597500011 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/58351]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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