A study on quantitative evaluation for soccer tactics using defense strength map
In recent years, it has become possible to get player`s coordinate in games by using multi-camera system. This paper proposes a "Defense Strength Map" based on player`s coordinate to evaluate soccer tactics quantitatively.
Methods
"Defense Strength" is defined as the strength that defenders impose on an attacker. The strength is quantified by the mathematic model below. In the mathematic model, Ppressure indicates the pressure that imposed on an attacker from a defender, and it is calculated by the distance-decay function below. In the function, M, á, and x are the maximum value of Ppressure, an attenuation coefficient of pressure and the distance between an attacker and a defender. Then, Pdirection is a coefficient based on the relative position between an attacker and a defender, and Pzone is a coefficient based on an attacker`s position in a soccer field.
Results & Discussion
Figure 1 is an example of Defense Strength Map, the darker color indicates the stronger defense. It can be used to evaluate balance and combination of defense organization quantitatively and visually. Also, it can be used to evaluate offense tactics quantitatively, such as pass-quality and receiver`s positioning. As a case analysis, we evaluated the "triangle`s center" attacking tactics, which Shoji [1] pointed out that a tactic specific to team Spain and Barcelona.
Conclusion
The case analysis demonstrated strong feasibility of evaluating soccer tactics quantitatively by Defense Strength Map.
© Copyright 2011 7th World Congress on Science and Football (WCSF), 2011. All rights reserved.
| Subjects: | |
|---|---|
| Notations: | sport games |
| Published in: | 7th World Congress on Science and Football (WCSF), 2011 |
| Language: | English |
| Published: |
Tokyo
2011
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| Online Access: | http://www.shobix.co.jp/jssf/contents/supplement/files/P-160.pdf |
| Pages: | 1 |
| Document types: | article |
| Level: | advanced |