Illustrating changes in landscapes of passing opportunities along a set of competitive football matches

Detalhes bibliográficos
Autor(a) principal: Gómez-Jordana, Luis
Data de Publicação: 2021
Outros Autores: Amaro E Silva, Rodrigo, Milho, João, Ric, Angel, Passos, Pedro
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.21/13345
Resumo: This study aims to illustrate the landscape of passing opportunities of a football team across a set of competitive matches. To do so positional data of 5 competitive matches was used to create polygons of pass availability. Passes were divided into three types depending on the hypothetical threat they may pose to the opposing defense (penetrative, support, and backwards passes). These categories were used to create three heatmaps per match. Moreover, the mean time of passing opportunities was calculated and compared across matches and for the three categories of passes. Due to the specificity of player’s interactive behavior, results showed heatmaps with a variety of patterns. Specifically the fifth match was very dissimilar to the other four. However, characterizing a football match in terms of passing opportunities with a single heatmap dismisses the variety of dynamics that occur throughout a match. Therefore, three temporal heatmaps over windows of 10 min were presented highlighting on-going dynamical changes in pass availability. Results also display that penetrative passes were available over shorter periods of time than backward passes that were available shorter than support passes. The results highlight the sensibility of the model to different task constrains that emerge within football matches.
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spelling Illustrating changes in landscapes of passing opportunities along a set of competitive football matchesLandscape of passing opportunitiesFootball teamCompetitive matchesPolygons of pass availabilityThis study aims to illustrate the landscape of passing opportunities of a football team across a set of competitive matches. To do so positional data of 5 competitive matches was used to create polygons of pass availability. Passes were divided into three types depending on the hypothetical threat they may pose to the opposing defense (penetrative, support, and backwards passes). These categories were used to create three heatmaps per match. Moreover, the mean time of passing opportunities was calculated and compared across matches and for the three categories of passes. Due to the specificity of player’s interactive behavior, results showed heatmaps with a variety of patterns. Specifically the fifth match was very dissimilar to the other four. However, characterizing a football match in terms of passing opportunities with a single heatmap dismisses the variety of dynamics that occur throughout a match. Therefore, three temporal heatmaps over windows of 10 min were presented highlighting on-going dynamical changes in pass availability. Results also display that penetrative passes were available over shorter periods of time than backward passes that were available shorter than support passes. The results highlight the sensibility of the model to different task constrains that emerge within football matches.Nature ResearchRCIPLGómez-Jordana, LuisAmaro E Silva, RodrigoMilho, JoãoRic, AngelPassos, Pedro2021-05-13T14:03:01Z2021-05-072021-05-07T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.21/13345engGÓMEZ-JORDANA, Luís Ignacio; [et al] – Illustrating changes in landscapes of passing opportunities along a set of competitive football matches. Scientifc Reports. eISSN 2045-2322. Vol. 11, N.º 1 (2021), pp. 1-122045-232210.1038/s41598-021-89184-6info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-08-03T10:07:54Zoai:repositorio.ipl.pt:10400.21/13345Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:21:18.865747Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Illustrating changes in landscapes of passing opportunities along a set of competitive football matches
title Illustrating changes in landscapes of passing opportunities along a set of competitive football matches
spellingShingle Illustrating changes in landscapes of passing opportunities along a set of competitive football matches
Gómez-Jordana, Luis
Landscape of passing opportunities
Football team
Competitive matches
Polygons of pass availability
title_short Illustrating changes in landscapes of passing opportunities along a set of competitive football matches
title_full Illustrating changes in landscapes of passing opportunities along a set of competitive football matches
title_fullStr Illustrating changes in landscapes of passing opportunities along a set of competitive football matches
title_full_unstemmed Illustrating changes in landscapes of passing opportunities along a set of competitive football matches
title_sort Illustrating changes in landscapes of passing opportunities along a set of competitive football matches
author Gómez-Jordana, Luis
author_facet Gómez-Jordana, Luis
Amaro E Silva, Rodrigo
Milho, João
Ric, Angel
Passos, Pedro
author_role author
author2 Amaro E Silva, Rodrigo
Milho, João
Ric, Angel
Passos, Pedro
author2_role author
author
author
author
dc.contributor.none.fl_str_mv RCIPL
dc.contributor.author.fl_str_mv Gómez-Jordana, Luis
Amaro E Silva, Rodrigo
Milho, João
Ric, Angel
Passos, Pedro
dc.subject.por.fl_str_mv Landscape of passing opportunities
Football team
Competitive matches
Polygons of pass availability
topic Landscape of passing opportunities
Football team
Competitive matches
Polygons of pass availability
description This study aims to illustrate the landscape of passing opportunities of a football team across a set of competitive matches. To do so positional data of 5 competitive matches was used to create polygons of pass availability. Passes were divided into three types depending on the hypothetical threat they may pose to the opposing defense (penetrative, support, and backwards passes). These categories were used to create three heatmaps per match. Moreover, the mean time of passing opportunities was calculated and compared across matches and for the three categories of passes. Due to the specificity of player’s interactive behavior, results showed heatmaps with a variety of patterns. Specifically the fifth match was very dissimilar to the other four. However, characterizing a football match in terms of passing opportunities with a single heatmap dismisses the variety of dynamics that occur throughout a match. Therefore, three temporal heatmaps over windows of 10 min were presented highlighting on-going dynamical changes in pass availability. Results also display that penetrative passes were available over shorter periods of time than backward passes that were available shorter than support passes. The results highlight the sensibility of the model to different task constrains that emerge within football matches.
publishDate 2021
dc.date.none.fl_str_mv 2021-05-13T14:03:01Z
2021-05-07
2021-05-07T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.21/13345
url http://hdl.handle.net/10400.21/13345
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv GÓMEZ-JORDANA, Luís Ignacio; [et al] – Illustrating changes in landscapes of passing opportunities along a set of competitive football matches. Scientifc Reports. eISSN 2045-2322. Vol. 11, N.º 1 (2021), pp. 1-12
2045-2322
10.1038/s41598-021-89184-6
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Nature Research
publisher.none.fl_str_mv Nature Research
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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