DocumentCode
3190230
Title
System for monitoring and advanced analysis of handball matches
Author
Hlupic, T. ; Jandrijevic, F. ; Kovacev, J. ; Petricioli, L. ; Gracin, T. ; Baranovic, M.
Author_Institution
Fac. of Electr. Eng. & Comput., Univ. of Zagreb, Zagreb, Croatia
fYear
2015
fDate
25-29 May 2015
Firstpage
1428
Lastpage
1433
Abstract
This paper is the result of a research project carried out by three teams of bachelor and master programme students. The research analyzes the possibility and usability of connecting different technologies. The project resulted in a system prototype based on a web application with a relational database, mobile application using a CouchDB database and data warehouse for business intelligence purposes. The three parts of the system communicate through a web service based on a node.js environment and MongoDB database. The developed system provides real-time reporting that helps decision making during handball matches and, by using online analytical processing and data mining, detailed post-match data analysis. The advanced handball statistics system offers a complete perspective of match dynamics and cumulative player and team efficiency by game segments in the time domain. This way it provides coaches with highly usable data, allowing the analysis and adaptation of training methods, coupled with efficient game dynamics monitoring and the detection of players´ behavioral patterns during matches. Finally, the paper presents the challenges concerning distributed software development in the team with various levels of member´s knowledge, teamwork and organization.
Keywords
Web services; data analysis; data mining; mobile computing; relational databases; sport; CouchDB database; MongoDB database; Web application; Web service; bachelor program students; business intelligence; data mining; data warehouse; distributed software development; handball matches analysis; handball matches monitoring; handball statistics; master program students; mobile application; node.js environment; online analytical processing; relational database; Data models; Data warehouses; Games; Relational databases; Web services;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2015 38th International Convention on
Conference_Location
Opatija
Type
conf
DOI
10.1109/MIPRO.2015.7160498
Filename
7160498
Link To Document