Gnn-Vsp: A Graph Neural Network Model for Valuing Soccer Players

Author:

Gonçalves Thales de Oliveira,Silva Claudio,Nonato Luis Gustavo

Publisher

Elsevier BV

Reference35 articles.

1. Figure 6 shows scatter plots of players with respect to their number of actions along the championship and scores provided by xT, VAEP and GNN-VSP. The three stars highlight the top three players Cristiano Ronaldo (gold), Messi (silver) and Neymar (bronze), respectively. Notice that GNN-VSP is clearly distinguishing the three best players from the remaining ones, giving them higher scores, while the distinction given by xT and VAEP is not so evident, mainly to Cristiano Ronaldo. In fact, Cristiano Ronaldo, the best 2017 player by both France Footbal and FIFA, is ranked by xT, VAEP and GNN-VSP in the 323 th , 93 th and 1 st positions, respectively, showing that the proposed GNN-VSP properly captured ever;the first, second and third positions of both prizes were held by Cristiano Ronaldo, Messi and Neymar, respectively 8 9,1991

2. Social network analysis of passes and communication graph in football by mining frequent subgraphs;A H Ahmadi;Proceedings of the ICWR International Conference on Web Research,2020

3. Detection of tactical patterns using semi-supervised graph neural networks;G Anzer;Proceedings of the MIT Sloan Sports Analytics Conference,2022

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3