Illustrating changes in landscapes of passing opportunities along a set of competitive football matches
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , |
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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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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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 |
dc.format.none.fl_str_mv |
application/pdf |
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) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799133483980816384 |