Research

Thesis title: "Analysing Dynamic Networks in Football: Advancing Understanding of Collective Behaviours "

Thesis outline: In my dissertation, I’m exploring the passing value networks to quantify the contributions made by passes. Subsequently, I would like to assess the states and stability of these passing networks with time series and employ machine learning models to forecast their potential transition towards greater stability or collapse. The ultimate objective of this research is to offer practical applications that assist coaches and players in the evaluation of their technical and tactical performance.

Funding: China Scholarship Council (No.202206520005).

Supervisor: Arnold Baca, Advisors: Juliana Exel and Ricardo Torres (NTNU Norway)

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