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Data-driven Basketball Web Application for Support in Making Decisions (CROSBI ID 682335)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Horvat, Tomislav ; Havaš, Ladislav ; Srpak, Dunja ; Medved, Vladimir Data-driven Basketball Web Application for Support in Making Decisions. 2019. str. 239-244 doi: 10.5220/0008388102390244

Podaci o odgovornosti

Horvat, Tomislav ; Havaš, Ladislav ; Srpak, Dunja ; Medved, Vladimir

engleski

Data-driven Basketball Web Application for Support in Making Decisions

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

Basketball, Information system, Making decisions, Statistics analysis, Web application

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Podaci o prilogu

239-244.

2019.

objavljeno

10.5220/0008388102390244

Podaci o matičnoj publikaciji

Podaci o skupu

Proceedings of the 7th International Conference on Sport Sciences Research and Technology Support

predavanje

20.09.2019-21.09.2019

Beč, Austrija

Povezanost rada

Informacijske i komunikacijske znanosti, Računarstvo

Poveznice