• A
  • A
  • A
  • ABC
  • ABC
  • ABC
  • А
  • А
  • А
  • А
  • А
Regular version of the site
For visually-impairedUser profile (HSE staff only)SearchMenu

New Evaluation Methods of Football Player Transfer Value

ФИО студента: Artyom Remnev

Руководитель: Sergey Demin

Кампус/факультет: Graduate School of Business

Программа: Business Informatics (Bachelor)

Год защиты: 2021

Problem Statement. The purpose of this research is to develop a pipeline, which will be used to evaluate the qualities of the team's players according to the specified criteria, based on which potential candidates for strengthening the squad will be identified. In this case, for each candidate the price range will be calculated and the level of value of the candidate for the club will be determined. The object of the research is the transfer value of football players. The hypothesis is that an algorithm trained on a large amount of data will improve the accuracy in estimating player's value compared to a management-based approach. Professional Significance. To solve this problem, a new methodology for evaluating a football player was developed, which includes the list of all key indicators. The study presents a sequential pipeline construction process: 1) definition of metrics for each football role. 2) collection and preparation of data for mathematical models or artificial intelligence algorithms. 3) construction and training of algorithms on which the metrics will be calculated. 4) calculation of the transfer value of players based on data obtained. This pipeline can form the basis of the decision-making system of football clubs during transfer windows.

Student Theses at HSE must be completed in accordance with the University Rules and regulations specified by each educational programme.

Summaries of all theses must be published and made freely available on the HSE website.

The full text of a thesis can be published in open access on the HSE website only if the authoring student (copyright holder) agrees, or, if the thesis was written by a team of students, if all the co-authors (copyright holders) agree. After a thesis is published on the HSE website, it obtains the status of an online publication.

Student theses are objects of copyright and their use is subject to limitations in accordance with the Russian Federation’s law on intellectual property.

In the event that a thesis is quoted or otherwise used, reference to the author’s name and the source of quotation is required.

Search all student theses