Artificial Intelligence

    

Can a Video Game and Artificial Intelligence Assist for Selecting National Soccer Squads ?

Authors: Eren Unlu

We have used the FIFA19 video game open dataset of soccer player attributes and the actual list of squads of national teams that participated in World Cup 2018, which almost coincides in time with the game’s release date. With the intended rationale behind that numerous expert game developers should have spent considerable amount of time to assess each individual player’s attributes; we can develop and test data science and machine learning tools to select national soccer teams in an attempt to assist coaches. The work provides detailed explanatory data analysis and state-of-the-art machine learning and interpretability measures.

Comments: 7 Pages.

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Submission history

[v1] 2020-09-25 20:04:51

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