动态网络3 -- 0 FIFA排名:取代不准确、有偏见和可利用的排名系统
Dynamic Network 3 -- 0 FIFA Rankings: Replacing an inaccurate, biased, and exploitable ranking system
摘要:
我们探讨的优势,代表国际足球比赛的结果作为一个有向网络,以给每支球队的排名。两个基于网络的模型-静态和动态-构建和比较与国际足联排名。动态模型在世界杯预测准确性方面优于FIFA排名,同时还消除了大陆偏见,减少了FIFA排名被利用的脆弱性。
英文摘要:
We explore the advantages of representing international football results as a directed network in order to give each team a rank. Two network-based models --- Static and Dynamic --- are constructed and compared with the FIFA Rankings. The Dynamic Model outperforms the FIFA Rankings in terms of World Cup predictive accuracy, while also removing continental bias and reducing the vulnerability of the FIFA Rankings to exploitation.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。