Evaluation of tactical training in team handball by means of artificial neural networks.
While tactical performance in competition has been analysed extensively, the assessment of training processes of tactical behaviour has rather been neglected in the literature. Therefore, the purpose of this study is to provide a methodology to assess the acquisition and implementation of offensive...
| Publicado en: | Journal of Sports Sciences Vol. 35; no. 7; pp. 642 - 648 |
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| Autores principales: | , , , |
| Formato: | pictorial research tables/charts Journal Article |
| Publicado: |
Taylor & Francis Ltd
Apr2017
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=120748734&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 120748734 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 02640414 5BV jtl: Journal of Sports Sciences issn: 02640414 maglogo: Y pubinfo: dt: Apr2017 vid: 35 iid: 7 pid: 377 pub: Taylor & Francis Ltd place: Philadelphia, Pennsylvania artinfo: ui: 120748734 120748734 120748734 10.1080/02640414.2016.1183804 120748734 ppf: 642 ppct: 6 formats: tig: atl: Evaluation of tactical training in team handball by means of artificial neural networks. aug: au: Hassan, Amr Schrapf, Norbert Ramadan, Wael Tilp, Markus affil: Institute of Sport Science, University Graz, Graz, Austria sug: subj: Handball Neural Networks (Computer) Utilization Athletic Training Programs Athletic Performance Movement Evaluation Egypt Data Analytics Software Videorecording Evaluation Research Male Prospective Studies Adolescence Human Funding Source Adolescent: 13-18 years Male ab: While tactical performance in competition has been analysed extensively, the assessment of training processes of tactical behaviour has rather been neglected in the literature. Therefore, the purpose of this study is to provide a methodology to assess the acquisition and implementation of offensive tactical behaviour in team handball. The use of game analysis software combined with an artificial neural network (ANN) software enabled identifying tactical target patterns from high level junior players based on their positions during offensive actions. These patterns were then trained by an amateur junior handball team (n = 14, 17 (0.5) years)). Following 6 weeks of tactical training an exhibition game was performed where the players were advised to use the target patterns as often as possible. Subsequently, the position data of the game was analysed with an ANN. The test revealed that 58% of the played patterns could be related to the trained target patterns. The similarity between executed patterns and target patterns was assessed by calculating the mean distance between key positions of the players in the game and the target pattern which was 0.49 (0.20) m. In summary, the presented method appears to be a valid instrument to assess tactical training. pubtype: Academic Journal doctype: pictorial research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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