An Implementation Method of Geometric Analysis System for Football
Abstract
Applications of data science to football are blooming such as to calculate prediction of matches by applying machine learning. In this paper, we propose an implementation method of geometric analysis system for football that converts an actual coordinate data set into the system to geometrically calculate indicators describing game dynamism. The purpose of this project is to design and implement a system that dynamically extract knowledge of football in visible form. As an example of the indicators, Shooting Degree Value, SDV, is defined and implemented, and an example study is illustrated with the prototype system and an actual data set of J.LEAGUE.
Fields of Study & Subjects
Sports Analytics and Performance
Sports Performance and Training
Data Mining and Machine Learning Applications
Publication details
- Journal / source
- Frontiers in artificial intelligence and applications
- Publication date
- 12 February 2026
- Language
- EN
- Document type
- Book chapter