{"id":49213,"date":"2020-01-08T16:02:28","date_gmt":"2020-01-08T19:02:28","guid":{"rendered":"https:\/\/barcainnovationhub.com\/?p=49213"},"modified":"2021-11-29T11:51:44","modified_gmt":"2021-11-29T14:51:44","slug":"finalistes-dels-treballs-dinvestigacio-barca-sports-analytics-summit-2019","status":"publish","type":"post","link":"https:\/\/barcainnovationhub.com\/ca\/finalistes-dels-treballs-dinvestigacio-barca-sports-analytics-summit-2019\/","title":{"rendered":"FINALISTES DELS TREBALLS D&#8217;INVESTIGACI\u00d3 BAR\u00c7A SPORTS ANALYTICS SUMMIT 2019"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>Per a l&#8217;edici\u00f3 de 2019 vam triar 8 treballs de tots els rebuts perqu\u00e8 els seus autors presentessin les seves conclusions als principals representants en aquest sector.<\/p>\n","protected":false},"author":24,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[247,227,223,31],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v16.6.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<meta name=\"description\" content=\"Per a l&#039;edici\u00f3 de 2019 vam triar 8 treballs de tots els rebuts perqu\u00e8 els seus autors presentessin les seves conclusions als principals representants en aquest sector.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/barcainnovationhub.com\/ca\/finalistes-dels-treballs-dinvestigacio-barca-sports-analytics-summit-2019\/\" \/>\n<meta property=\"og:locale\" content=\"ca_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"FINALISTES DELS 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Bar\u00e7a Sports Analytics Summit busca les contribucions m\u00e9s rellevants i innovadores en el camp del <em>football analytics<\/em>. Per a l&#8217;edici\u00f3 de 2019 vam triar 8 treballs de tots els rebuts perqu\u00e8 els seus autors presentessin les seves conclusions als principals representants en aquest sector.<\/p>\n<p>&nbsp;<\/p>\n<h2>Using contextual player movement and spatial control to analyse player passing trends in football<\/h2>\n<p>La mesura del control espacial d&#8217;un equip mitjan\u00e7ant models de moviment que s&#8217;ajusten a la conducta mitjana, subestima la capacitat dels jugadors per realitzar moviments d&#8217;alt esfor\u00e7 (per exemple, la reorientaci\u00f3). Aquest treball presenta un m\u00e8tode per produir models de moviments probabil\u00edstics tenint en compte el context del moviment. Els models es van adaptar als moviments de la mostra de la temporada 2018 de l&#8217;MLS. El risc de passada es va estimar a trav\u00e9s del control espacial de l&#8217;equip atacant i es va utilitzar per produir xarxes de passada dels jugadors. Aquesta an\u00e0lisi t\u00e9 aplicacions al perfil dels jugadors, les t\u00e0ctiques i el reclutament de jugadors.<\/p>\n<p><em><strong><span style=\"font-weight: normal !msorm;\">Bart Spencer<\/span><\/strong><\/em><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/02b53390-spencer-paper.pdf\" target=\"_blank\" rel=\"noopener\">Download Paper<\/a><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/28c8d12b-bspencer_poster.pdf\" target=\"_blank\" rel=\"noopener\">Download Poster<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>Dynamic analysis of team strategy in professional football<\/h2>\n<p>Les formacions dels equips s\u00f3n la base de la t\u00e0ctica al futbol. Tanmateix, en el joc modern, les formacions s\u00f3n molt m\u00e9s din\u00e0miques i dependents de l&#8217;estat del joc que all\u00f2 que implica un &#8220;4-4-2&#8221; o &#8220;3-5-2&#8221;. En aquest document s&#8217;utilitza una gran mostra de dades de seguiment per mesurar com varien les formacions dels equips al llarg d&#8217;un partit. S&#8217;analitzen les transicions de la defensa a l&#8217;atac i s&#8217;estudia l&#8217;impacte dels principals canvis t\u00e0ctics en els resultats dels partits.<\/p>\n<p><em><strong><span style=\"font-weight: normal !msorm;\">Laurie Shaw<\/span><\/strong><\/em><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/56ce723e-barca-conference-paper-laurie-shaw.pdf\" target=\"_blank\" rel=\"noopener\">Download Paper<\/a><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/83c87dfe-barca_poster_shaw.pdf\" target=\"_blank\" rel=\"noopener\">Download Poster<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>Estimating Locomotor Demands During Team Play from Broadcast-Derived Tracking Data<\/h2>\n<p>Les dades de monitoratge \u00f2ptic permeten als cient\u00edfics en l&#8217;\u00e0mbit de l&#8217;esport, estudiar les m\u00e8triques de c\u00e0rrega externa utilitzades per comprendre el desgast f\u00edsic que un partit o sessi\u00f3 d&#8217;entrenament li produeix a un atleta. Desgraciadament, les dades de seguiment no estan completament disponibles. Les t\u00e8cniques de <em>Computer Vision<\/em> permeten que el v\u00eddeo transm\u00e8s es converteixi a coordenades, facilitant la implementaci\u00f3 d&#8217;aquestes dades de seguiment, per\u00f2 les dades se censuren quan els jugadors no s\u00f3n a la pantalla. En aquesta investigaci\u00f3, s&#8217;ha desenvolupat models que prediuen les <em>offscreen load metrics<\/em> fora de la pantalla i demostren la viabilitat de les dades de seguiment derivades de les transmissions per entendre la c\u00e0rrega externa en el futbol.<\/p>\n<p><em><strong><span style=\"font-weight: normal !msorm;\">Jacob Mortensen<\/span><\/strong><\/em><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/8681b77c-paper-analytics-jacob-mortensen.pdf\">Download Paper<\/a><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/27513e7e-barcelona_poster-jacob-mortensen.pdf\" target=\"_blank\" rel=\"noopener\">Download Poster<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>Ready Player Run: Off-ball run identification and classification<\/h2>\n<p>Un dels m\u00e9s grans inconvenients en el monitoratge de dades en el futbol \u00e9s la falta d&#8217;un llenguatge com\u00fa per descriure les accions que succeeixen sense la pilota, particularment els patrons de moviment dels jugadors. Aquest treball ofereix un m\u00e8tode per identificar i classificar les jugades de possessi\u00f3 sense la pilota en grups similars per permetre una an\u00e0lisi m\u00e9s generalitzable. L&#8217;objectiu \u00e9s crear un vocabulari de tipus de jugades que es pugui utilitzar per descriure o analitzar millor les jugades espec\u00edfiques i que es pugui consultar m\u00e9s f\u00e0cilment que les dades de seguiment en brut.<\/p>\n<p><em><strong>Sam Gregory<\/strong><\/em><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/40ba07f4-ready-player-run-barcelona.pdf\" target=\"_blank\" rel=\"noopener\">Download Paper<\/a><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/19a5562d-ready-player-run-barcelona-sam-gregory.pdf\">Download Poster<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>Automating insight extraction from football data visualizations<\/h2>\n<p>En aquest estudi es presenten m\u00e8triques de similitud per a generar mapes de calor i sonars de passades. Tamb\u00e9 s&#8217;il\u00b7lustra com utilitzar-los per trobar jugadors que s\u00f3n particularment similars o diferents en els seus moviments o intencions de passades. Tamb\u00e9 es defineix una eina visual per representar les intencions de passades del jugador mitj\u00e0, tenint un mapa de calor fixa, i s\u2019utilitza per classificar als jugadors per la seva predictibilitat de passada. Finalment, es presenta un marc per automatitzar l&#8217;extracci\u00f3 de <em>insights<\/em> a partir de variacions al mapa de calor d&#8217;un jugador o sonar de passades amb les circumst\u00e0ncies de temps o joc.<\/p>\n<p><em><strong>Daniel Girela<\/strong><\/em><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/d789f9b3-barcelona-sports-analytics-summit-automating-insight-extraction-from-football-data-visualizations-daniel-girela.pdf\" target=\"_blank\" rel=\"noopener\">Download Paper<\/a><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/8aa70b70-fc-barcelona-poster-daniel-girela.pdf\" target=\"_blank\" rel=\"noopener\">Download Poster<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>Landscapes of passing opportunities in Football \u2013 where they are and for how long are available?<\/h2>\n<p>Amb les dades de posici\u00f3 dels jugadors d&#8217;un partit de futbol competitiu, es van crear paisatges d&#8217;oportunitats de passades i es van classificar en tres categories de passades: i) penetrants, ii) de suport i iii) cap endarrere. Aquests paisatges, que es mostren en forma de mapes de calor, mostren m\u00e9s oportunitats de passada en la segona meitat. A m\u00e9s a m\u00e9s, els resultats mostren que les passades penetrants van estar disponibles durant per\u00edodes m\u00e9s curts que les passades cap endarrere, que van estar disponibles durant per\u00edodes m\u00e9s curts que les passades de suport. Aquesta eina personalitzable proporciona coneixements sobre la din\u00e0mica d&#8217;atac, i aix\u00f2 permet l&#8217;an\u00e0lisi del rendiment col\u00b7lectiu i individual del jugador.<\/p>\n<p><em><strong><span style=\"font-weight: normal !msorm;\">Luis G\u00f3mez-Jordana Martin<\/span><\/strong><\/em><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/a41ec6ba-final_paper_barcelona-luis-gomez-jordana.pdf\" target=\"_blank\" rel=\"noopener\">Download Paper<\/a><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/1a847fb4-poster_barcelona_vfinal-luis-jordana.pdf\" target=\"_blank\" rel=\"noopener\">Download Poster<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>Explainable Injury Forecasting in Soccer via Multivariate<br \/>\nTime Series and Convolutional Neural Networks<\/h2>\n<p>Les lesions tenen un impacte significatiu en el futbol professional, a causa de la seva influ\u00e8ncia en el rendiment i els cost de la rehabilitaci\u00f3 per als jugadors. En utilitzar un sistema electr\u00f2nic de seguiment del rendiment (EPTS s\u00f3n la sigles en angl\u00e8s), podem representar l&#8217;historial de la c\u00e0rrega de treball d&#8217;un jugador com una s\u00e8rie de temps multivariable (Multivariate Time Series, MTS). Aquesta MTS es pot utilitzar per entrenar una Xarxa Neuronal\u00a0Convolucional que pronostica si un jugador es lesionar\u00e0 o no en una finestra de temps futura. Aquest pronosticador de lesions \u00e9s prec\u00eds i facil d&#8217;entendre, permetent al personal del club interpretar f\u00e0cilment la ra\u00f3 de la lesi\u00f3 d&#8217;un jugador.<\/p>\n<p><em><strong><span style=\"font-weight: normal !msorm;\">Luca Pappalardo<\/span><\/strong><\/em><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/c6658839-paper-format-luca-pappalardo-1.pdf\" target=\"_blank\" rel=\"noopener\">Download Paper<\/a><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/2488db07-rp-poster-format-2019-luca-pappalardo.pdf\" target=\"_blank\" rel=\"noopener\">Download Poster<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>Head, Shoulders, Hip and Ball&#8230; Hip and Ball! Using Pose Data to Leverage Football Player Orientation<\/h2>\n<p>L&#8217;orientaci\u00f3 ha demostrat ser una habilitat clau perqu\u00e8 els jugadors de futbol tinguin \u00e8xit en un ampli espectre de jugades. Tanmateix, l&#8217;orientaci\u00f3 corporal encara \u00e9s una \u00e0rea poc explorada en el camp de <em>sport analytics<\/em>. En buscar l&#8217;orientaci\u00f3 2D de la projecci\u00f3 de camp d&#8217;un vector normal situat en el centre de la part superior del tors dels jugadors, aquesta investigaci\u00f3 presenta una nova t\u00e8cnica per extreure l&#8217;orientaci\u00f3 autom\u00e0ticament dels enregistraments de v\u00eddeo mitjan\u00e7ant la combinaci\u00f3 de la informaci\u00f3 del posat i del context. Els resultats han estat validats amb jugadors que utilitzen un dispositiu EPTS, i s&#8217;ha obtingut un error mitj\u00e0 inferior a 35 graus\/jugador.<\/p>\n<p><em><strong><span style=\"font-weight: normal !msorm;\">Adri\u00e0 Arbu\u00e9s-Sangu\u0308esa<\/span><\/strong><\/em><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/1a90ce82-paper-adria-arbues.pdf\" target=\"_blank\" rel=\"noopener\">Download Paper<\/a><\/p>\n<p><a href=\"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2020\/01\/9eb29ab6-poster-adria-arbues.pdf\" target=\"_blank\" rel=\"noopener\">Download Poster<\/a><\/p>\n"}],"colaboradores":false,"cta_titulo_top":"","cta_boton_top":"","cta_url_top":"","cta_titulo_footer":"","cta_subtitulo_footer":"","cta_boton_footer":"","cta_url_footer":"","activar_banner_1":false,"banner_1":false,"activar_banner_2":false,"banner_2":false,"activar_banner_3":false,"banner_3":false,"activar_nuevos_banners":true,"mostrar_banner_1":true,"crear_banner_1":{"utilizar_imagen_unica_para_banner":true,"asignar_imagen_unica_para_banner":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2021\/03\/4f764ad5-fondo-03-3.png","mostrar_titulo_banner":true,"titulo_para_banner":"APUNTA\u2019T AL CERTIFICAT EN ANALISTA T\u00c0CTIC DE FUTBOL","mostrar_subtitulo_banner":false,"subtitulo_del_banner":"","mostrar_cta_banner":true,"texto_cta_banner":"UNIR-SE ARA","url_cta_banner":"https:\/\/barcainnovationhub.com\/ca\/product\/certificat-en-analista-tactic-de-futbol\/?utm_source=ads_banner&utm_medium=content&utm_campaign=notas","fondo_de_color_banner":"","fondo_de_imagen_banner":false,"mostrar_imagen_izquierda_banner":false,"asignar_imagen_izquierda_banner":false},"mostrar_banner_2":false,"crear_banner_2":{"utilizar_imagen_unica_para_banner":false,"asignar_imagen_unica_para_banner":false,"mostrar_titulo_banner":false,"titulo_para_banner":"","mostrar_subtitulo_banner":false,"subtitulo_del_banner":"","mostrar_cta_banner":false,"texto_cta_banner":"","url_cta_banner":"","fondo_de_color_banner":"","fondo_de_imagen_banner":false,"mostrar_imagen_izquierda_banner":false,"asignar_imagen_izquierda_banner":false},"mostrar_banner_3":false,"crear_banner_3":{"utilizar_imagen_unica_para_banner":false,"asignar_imagen_unica_para_banner":false,"mostrar_titulo_banner":false,"titulo_para_banner":"","mostrar_subtitulo_banner":false,"subtitulo_del_banner":"","mostrar_cta_banner":false,"texto_cta_banner":"","url_cta_banner":"","fondo_de_color_banner":"","fondo_de_imagen_banner":false,"mostrar_imagen_izquierda_banner":false,"asignar_imagen_izquierda_banner":false},"alineacion_vertical_header":"center"},"_links":{"self":[{"href":"https:\/\/barcainnovationhub.com\/ca\/wp-json\/wp\/v2\/posts\/49213"}],"collection":[{"href":"https:\/\/barcainnovationhub.com\/ca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/barcainnovationhub.com\/ca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/barcainnovationhub.com\/ca\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/barcainnovationhub.com\/ca\/wp-json\/wp\/v2\/comments?post=49213"}],"version-history":[{"count":5,"href":"https:\/\/barcainnovationhub.com\/ca\/wp-json\/wp\/v2\/posts\/49213\/revisions"}],"predecessor-version":[{"id":111228,"href":"https:\/\/barcainnovationhub.com\/ca\/wp-json\/wp\/v2\/posts\/49213\/revisions\/111228"}],"wp:attachment":[{"href":"https:\/\/barcainnovationhub.com\/ca\/wp-json\/wp\/v2\/media?parent=49213"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/barcainnovationhub.com\/ca\/wp-json\/wp\/v2\/categories?post=49213"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/barcainnovationhub.com\/ca\/wp-json\/wp\/v2\/tags?post=49213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}