bachelorThesis
Análise de dados relacionados a partidas de futebol utilizando técnicas de mineração
Fecha
2022-06-27Registro en:
MORTARI, Gabriel Henrique de Alencar. Análise de dados relacionados a partidas de futebol utilizando técnicas de mineração. 2022. Trabalho de Conclusão de Curso (Bacharelado em Engenharia de Computação) - Universidade Tecnológica Federal do Paraná, Pato Branco, 2022.
Autor
Mortari, Gabriel Henrique de Alencar
Resumen
Several data can be analyzed about football matches, such as the performance of teams in the championship, history against the opposing team, injured or suspended players. However, when analyzing football in Brazil, other data must be taken into account, such as the distance teams need to travel and the different climates present here. This work carried out the acquisition of data from the Brazilian championship, along with the distances traveled by the teams and the weather on the day of the matches. Based on this information, a data set was built with several performance, distance and weather data about each match played in the Brazilian championship and a classifier that performs the prediction of the final results of the games was developed, which obtained an accuracy of 50%. With this, it was possible to perform an analysis of the real impact of attributes related to weather and distance on the result of the matches, which found that such attributes are not substantially relevant in determining the final score.