Analysis, simulation and visualization of football player transfers: a case study on Juventus FC
Vita, Antonio Marco (A.A. 2022/2023) Analysis, simulation and visualization of football player transfers: a case study on Juventus FC. Tesi di Laurea in Data visualization, Luiss Guido Carli, relatore Blerina Sinaimeri, pp. 57. [Master's Degree Thesis]
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Abstract/Index
Contextualisation of the importance of football player transactions. The accusation of the capital gains case against Juventus FC. Players transfers under scrutiny. Economic importance and impact of the football player transaction market. Overview of machine learning techniques. Machine learning in the context of the football player market. Methodology. Overview of data used in the research: sources, characteristics. Data cleaning and pre-processing. Excluded variables. Final dataset explanation. Selection of the machine learning model and performance evaluation techniques. Analysis of Juventus transfers fees case. Applicatin of the model to estimate transaction prices. Comparing predicted prices with actual transaction prices.
References
Bibliografia: pp. 43-48.
| Thesis Type: | Master's Degree Thesis |
|---|---|
| Institution: | Luiss Guido Carli |
| Degree Program: | Master's Degree Programs > Master's Degree Program in Data Science e Management (LM-91) |
| Chair: | Data visualization |
| Thesis Supervisor: | Sinaimeri, Blerina |
| Thesis Co-Supervisor: | Martino, Alessio |
| Academic Year: | 2022/2023 |
| Session: | Summer |
| Deposited by: | Alessandro Perfetti |
| Date Deposited: | 30 Jan 2024 11:25 |
| Last Modified: | 30 Jan 2024 11:25 |
| URI: | https://tesi.luiss.it/id/eprint/37812 |
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