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An Inertial Measurement Unit Based Method to Estimate Hip and Knee Joint Kinematics in Team Sport Athletes on the Field
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Game intelligence in team sports.

Jan Lennartsson1, Nicklas Lidström2, Carl Lindberg3

  • 1Chalmers University of Technology and Gothenburg University, Sweden.

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Summary
This summary is machine-generated.

This study introduces a game theory model for team sports, defining potential as the goal-scoring probability difference. The optimal defense minimizes the offense

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Area of Science:

  • Game Theory
  • Sports Analytics
  • Mathematical Modeling

Background:

  • Team sports involve complex strategic interactions.
  • Analyzing these interactions requires robust theoretical frameworks.

Purpose of the Study:

  • To develop a game theoretic framework for analyzing team sports.
  • To define and utilize the concept of 'potential' in sports.
  • To derive optimal offensive and defensive strategies.

Main Methods:

  • Established a game theoretic model.
  • Developed both categorical and continuous mathematical models.
  • Defined 'potential' as the difference between offensive and defensive scoring probabilities.

Main Results:

  • Derived optimal strategies for both offense and defense.
  • Identified that the optimal defensive strategy is to minimize the maximum potential of all offensive strategies.

Conclusions:

  • The game theoretic framework provides a novel approach to sports analysis.
  • Optimal strategies are dependent on the defined 'potential' metric.
  • Defensive play should focus on limiting the opponent's maximum scoring potential.