Sports Results Prediction Model Using Machine Learning
Sports Results Prediction Model Using Machine Learning
Author(s): Alden Obradović, Dino KečoSubject(s): Electronic information storage and retrieval
Published by: UIKTEN - Association for Information Communication Technology Education and Science
Keywords: machine learning; sport results; prediction
Summary/Abstract: Within the past few decades, more and more people use Machine learning technology to predict sports performance. This paper aims to research the possibility of sports results prediction with good precision. Machine learning methods are often used to create model that will produce a representative output of the probable match result. This can assist coaches and managers in evaluating player performance, identifying skills, predicting injuries, and evaluating game strategy. Thanks to the good accuracy of the forecast, one of the constantly evolving areas is sports betting. Finally, considering the current research review, a framework is proposed to develop a system based on artificial intelligence to predict the outcome of a football match. This research provides information on how system learning algorithms have proven to be useful and how they can produce success. This research also reviews the research of data mining systems to predict athletic performance and evaluate the strengths and weaknesses of each system.
Journal: SAR Journal - Science and Research
- Issue Year: 7/2024
- Issue No: 3
- Page Range: 184-189
- Page Count: 6
- Language: English