Dynamic Network 3 -- 0 FIFA Rankings: Replacing an inaccurate, biased, and exploitable ranking system
June 21, 2018 Β· Declared Dead Β· + Add venue
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Authors
Sam Abernethy
arXiv ID
1806.08259
Category
physics.soc-ph
Cross-listed
cs.SI
Citations
0
Last Checked
4 months ago
Abstract
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.
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