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Intelligent systems for analyzing soccer games : the weighted centroid

2014Journal article Open access
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dc.contributor.authorManuel Clemente, Filipe
dc.contributor.authorCouceiro, Micael
dc.contributor.authorM. L. Martins, Fernando
dc.contributor.authorMendes, Rui
dc.contributor.authorFigueiredo, António
dc.date.accessioned2023-09-22T10:24:41Z
dc.date.available2023-09-22T10:24:41Z
dc.date.issued2014
dc.description.abstractNew, intelligent systems have been developed recently to improve the quality of match analysis. These systems analyze the tactical behavior of the teams. However, the existing methods leave room for improvement. Thus, the main goal of this study is to refine the team centroid metric by considering all of the players on the team and the ball position. Furthermore, this study analyzes the relationship between the centroids of the two opposing teams. One 11-on-11 soccer match was analyzed to test the new centroid algorithm. The results provided strong evidence of the positive relation between the centroids of the two teams over time in the x-axis (rs = 0.781) and the y-axis (rs = 0.0707). This study confirmed the results of previous studies that analyzed the relationship between team centroids. Furthermore, it was possible to prove the effectiveness of the new tactical metric and its relevance for adding information during a match.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doihttp://dx.doi.org/10.15446/ing.investig.v34n3.43602pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.26/46705
dc.language.isoengpt_PT
dc.publisherUniversidad Nacional de Colombiapt_PT
dc.subjectMatch Analysispt_PT
dc.subjectSoccerpt_PT
dc.subjectTacticspt_PT
dc.subjectCollective Behaviorpt_PT
dc.subjectCentroidpt_PT
dc.subjectanálisis del partido de fútbolpt_PT
dc.subjecttácticapt_PT
dc.subjectcomportamiento colectivo y Centroidept_PT
dc.titleIntelligent systems for analyzing soccer games : the weighted centroidpt_PT
dc.title.alternativeSistemas inteligentes para el análisis de fútbol : centroide ponderadopt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.conferencePlaceBogotápt_PT
oaire.citation.endPage75pt_PT
oaire.citation.issue3pt_PT
oaire.citation.startPage70pt_PT
oaire.citation.titleIngeniería e Investigaciónpt_PT
oaire.citation.volume34pt_PT
person.familyNameClemente
person.familyNameCouceiro
person.familyNameMartins
person.familyNameMendes
person.givenNameFilipe Manuel
person.givenNameMicael
person.givenNameFernando Manuel Lourenço
person.givenNameRui
person.identifier375349
person.identifier0000000070715256
person.identifier722571
person.identifier.ciencia-id9E1A-F9DD-3EB8
person.identifier.ciencia-id0B14-ED18-23C4
person.identifier.ciencia-id8512-5BB4-6DFD
person.identifier.ciencia-idA71F-1E22-D496
person.identifier.orcid0000-0001-9813-2842
person.identifier.orcid0000-0001-6641-6090
person.identifier.orcid0000-0002-1812-2300
person.identifier.orcid0000-0002-2433-5193
person.identifier.ridG-2625-2012
person.identifier.ridG-4342-2010
person.identifier.ridAAK-6934-2020
person.identifier.scopus-author-id35076901800
person.identifier.scopus-author-id57217191490
person.identifier.scopus-author-id54881476100
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
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relation.isAuthorOfPublication.latestForDiscovery805fc13a-0e76-4f11-9d4c-0dc177f8145c

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