'The Leicester City Fairytale?': Utilizing New Soccer Analytics Tools to Compare Performance in the 15/16 & 16/17 EPL Seasons

Hector Ruiz; Paul Power; Xinyu Wei; Patrick Lucey

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'The Leicester City Fairytale?': Utilizing New Soccer Analytics Tools to Compare Performance in the 15/16 & 16/17 EPL Seasons

机译：“莱斯特城童话博物馆？”：利用新的足球分析工具在15/16和16/17 EPL Seasons中比较表演

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The last two years have been somewhat of a rollercoaster for English Premier League (EPL) team Leicester City. In the 2015/16 season, against all odds and logic, they won the league to much fan-fare. Fast-forward nine months later, and they are battling relegation. What could describe this fluctuating form? As soccer is a very complex and strategic game, common statistics (e.g., passes, shots, possession) do not really tell the full story on how a team succeeds and fails. However, using machine learning tools and a plethora of data, it is now possible to obtain some insights into how a team performs. To showcase the utility of these new tools (i.e., expected goal value, expected save value, strategy-plots and passing quality measures), we first analyze the EPL 2015/16 season which a specific emphasis on the champions Leicester City, and then compare it to the current one. Finally, we show how these features can be used to predict future performance.

机译：过去两年已经有点过于英国英超联赛（EPL）莱斯特城的过山车。在2015/16赛季，反对所有赔率和逻辑，他们赢得了大量粉丝票价。快进9个月后，他们正在争夺降级。什么可以描述这种波动形式？由于足球是一个非常复杂和战略性的游戏，但常见的统计数据（例如，通过，镜头，占有）并不真正讲述团队如何成功和失败的完整故事。但是，使用机器学习工具和多种数据，现在可以获得对团队如何执行的一些见解。展示这些新工具的效用（即，预期的目标价值，预期的节省价值，战略 - 情节和通过质量措施），首先分析2015/16赛季的特定强调冠军莱斯特城，然后比较它到了当前的。最后，我们展示了这些功能如何用于预测未来的性能。

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来源
《SIGKDD explorations》 |2017年第cdarom期|共10页
作者
Hector Ruiz; Paul Power; Xinyu Wei; Patrick Lucey;
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原文格式 PDF
正文语种 eng
中图分类 TP274.2;
关键词
Prediction; Sports Analytics; Unstructured Data;

机译：预测;体育分析;非结构化数据;

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机译：“莱斯特城童话博物馆？”：利用新的足球分析工具在15/16和16/17 EPL Seasons中比较表演
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7. Е. Holmgren. Note d. Spinal ganglion cells. (With. 11 images.). Anat. Vol. 16, № 7, p. 161-171. 1899. Idem. Further communications about d. Structure of the nerve cells. (With. 13 images.). Ibidem. Vol. 16. N 15/162 р. 388-397. 1899. F. Studnicka. About the occurrence of v. Canals u. Alveoli in the body d. Ganglion cells and in the axis cylinder of some nerve fibers, vol. 16. N 15/162 р. d. Vertebrates. Ibid. 397-401. 1899. Alb. Adamkiewicz. To the blood vessel system of the ganglion cell. Ibid. Vol. 17. N 2/3 p. 44. 1900. Е. Holmgren. Still other communications about the construction d. Nerve cells from various animals. (With. 17 image). Ibid. Vol. 17, N 6/7 p. 113 - 129. 1900. Idem. A few words on the occasion of the last communication published by Prof. Adamkiewicz. Ibidem, Vol. 17, N 15. 1900. A. Bethe. Some remarks on the “intracellular tubules” d spinal ganglion cells, etc. — Ibid. Vol. 17. N 16/17 p. 304-309 (with 3 images). 1900 [O] . A. Geberg 2020

机译：е..霍尔格伦。著名的。脊神经节细胞。（带有。11图像。）。 anat。卷。 16，№7，p。 161-171。 1899. idem。关于d的进一步通信。神经细胞的结构。（用。13个图像。）。 Ibidem。卷。 16. n 15/162р。 388-397。 1899. F. Studnicka。关于v的发生。运河u。肺泡在体内d。神经节细胞和一些神经纤维的轴筒，Vol。 16. n 15/162р。天。脊椎动物。同上。 397-401。 1899年。 Adamkiewicz。到神经节细胞的血管系统。同上。卷。 17. n 2/3 p。 44.1900.е。霍尔格伦。仍然有关施工D的其他通信。来自各种动物的神经细胞。（用。17图像）。同上。卷。 17，n 6/7 p。 113 - 129. 1900. idem。 Adamkiewicz教授发布的最后一次通信之际的几句话。 Ibidem，Vol。 17，n 15. 1900. A.贝特。关于“细胞内小管”D脊柱神经神经节细胞等的一些言论 - 同上。卷。 17. n 16/17 p。 304-309（有3张图片）。 1900

'The Leicester City Fairytale?': Utilizing New Soccer Analytics Tools to Compare Performance in the 15/16 & 16/17 EPL Seasons

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