Tipo di tesi
Tesi di laurea magistrale
Titolo
Capturing football-teams behavior with a stochastic model.
Corso di studi
INFORMATICA E NETWORKING
Parole chiave
- centrality
- football
- graphs
- Markov
- PageRank
- playing area subdivision
- stochastic
Data inizio appello
30/11/2018
Consultabilità
Non consultabile
Data di rilascio
30/11/2088
Riassunto (Italiano)
This thesis aims to capture soccer teams behavior using a stochastic approach on a graph built on top of the Wyscout dataset, a market-leading company in data scouting for soccer. The main contributions of the thesis are twofold: first, it proposes a stochastic representation of a soccer game via a weighted graph properly derived from the Wyscout dataset. Secondly, it analyses every game through a stochastic model to detect the way teams move the ball together with the way they move onto the field and the performance that they achieve.
