Data-driven Basketball Web Application for Support in Making Decisions

Tomislav Horvat, Ladislav Havaš, Dunja Srpak, Vladimir Medved

2019

Abstract

Statistical analysis combined with data mining and machine learning is increasingly used in sports. This paper presents an overview of existing commercial information systems used in game analysis and describes the new and improved version of originally developed data-driven Web application / information system called Basketball Coach Assistant (later BCA) for sports statistics and analysis. The aim of BCA is to provide the essential information for decision making in training process and coaching basketball teams. Special emphasis, along with statistical analysis, is given to the player’s progress indicators and statistical analysis based on data mining methods used to define played game point’s difference classes. The results obtained by using BCA information system, presented in tables, proved to be useful in programing training process and making strategic, tactical and operational decisions. Finally, guidelines for the further information system development are given primarily for the use of data mining and machine learning methods.

Paper Citation

in Harvard Style

Horvat T., Havaš L., Srpak D. and Medved V. (2019). Data-driven Basketball Web Application for Support in Making Decisions.In Proceedings of the 7th International Conference on Sport Sciences Research and Technology Support - Volume 1: K-BioS, ISBN 978-989-758-383-4, pages 239-244. DOI: 10.5220/0008388102390244

in Bibtex Style

@conference{k-bios19,
author={Tomislav Horvat and Ladislav Havaš and Dunja Srpak and Vladimir Medved},
title={Data-driven Basketball Web Application for Support in Making Decisions},
booktitle={Proceedings of the 7th International Conference on Sport Sciences Research and Technology Support - Volume 1: K-BioS,},
year={2019},
pages={239-244},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008388102390244},
isbn={978-989-758-383-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 7th International Conference on Sport Sciences Research and Technology Support - Volume 1: K-BioS,
TI - Data-driven Basketball Web Application for Support in Making Decisions
SN - 978-989-758-383-4
AU - Horvat T.
AU - Havaš L.
AU - Srpak D.
AU - Medved V.
PY - 2019
SP - 239
EP - 244
DO - 10.5220/0008388102390244