Sports Results Prediction Model Using Machine Learning

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.

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Publication Details

Journal
SAR Journal - Science and Research
Published
2024-09-27
DOI
https://doi.org/10.18421/sar73-03
Citations
1
Primary Topic
Technology and Data Analysis
Type
article
Field-Weighted Citation Impact
0.78
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article

Sports Results Prediction Model Using Machine Learning

Dino Кеčo, Alden Obradović
1 citations
SAR Journal - Science and Research
Technology and Data Analysis
0.78
article

Sports Results Prediction Model Using Machine Learning

Dino Кеčo, Alden Obradović
article en
1 citations

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.

SAR Journal - Science and Research
International Burch University (BA)
Openalex Percentile: Top 21%
Technology and Data Analysis
0.78
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Sports Results Prediction Model Using Machine Learning — Dino Кеčo, Alden Obradović · SAR Journal - Science and Research (2024) | TGRS Research Map | TGRS