{"id":47557,"date":"2019-12-18T18:49:42","date_gmt":"2019-12-18T21:49:42","guid":{"rendered":"https:\/\/barcainnovationhub.com\/?p=47557"},"modified":"2021-11-28T22:38:20","modified_gmt":"2021-11-29T01:38:20","slug":"lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona","status":"publish","type":"post","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/","title":{"rendered":"L&#8217;ELIT MUNDIAL DE L&#8217;AN\u00c0LISI DE DADES ESPORTIVES ES REUNEIX A BARCELONA"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>El coneixement en el futbol s&#8217;ha transm\u00e8s durant anys per impressions d&#8217;observadors, informes i v\u00eddeos. Ara ha arribat l&#8217;era de l&#8217;an\u00e0lisi de dades.<\/p>\n","protected":false},"author":24,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[247,227,220,31],"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=\"El coneixement en el futbol s&#039;ha transm\u00e8s durant anys per impressions d&#039;observadors, informes i v\u00eddeos. 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Ara ha arribat l&#8217;era de l&#8217;an\u00e0lisi de dades. Una informaci\u00f3 m\u00e9s completa i contrastada, per\u00f2 que, com ha explicat Javier Fern\u00e1ndez, <em>Head of Sports Analytics <\/em>del FC Barcelona, encara es presenta dificultats per aconseguir aquestes dades, tractar-les i interpretar-les.<\/p>\n<p>El Bar\u00e7a Innovation Hub ha seguit aquesta nova disciplina des de la seva eclosi\u00f3. Molts dels talents que van assistir a les primeres trobades organitzades pel Hub, va advertir Fern\u00e1ndez, es troben actualment en els projectes m\u00e9s importants del m\u00f3n en l&#8217;\u00e0mbit de l&#8217;an\u00e0lisi de dades esportiu. Alguns d&#8217;ells, van acudir a la trobada del Bar\u00e7a Sports Analytics Summit per presentar les seves \u00faltimes investigacions.<\/p>\n<h2>Control d&#8217;esprints<\/h2>\n<p>El responsable de sistemes d&#8217;informaci\u00f3 i dades del Benfica, Suds Gopaladesika, en la seva pon\u00e8ncia <em>How to strengthen a club&#8217;s culture through data analytics,<\/em> va explicar com treballa en el club portugu\u00e8s amb l&#8217;ambici\u00f3s objectiu d&#8217;optimitzar els esprints dels jugadors. Gopaladesika parteix de la base que una carrera a velocitat punta, suposa que durant almenys un quart d&#8217;hora el futbolista no en pugui realitzar una altra de similar en les mateixes condicions. Tenint en compte que la majoria dels esprints en atac no condueixen a res perqu\u00e8 es frustra la jugada, mitjan\u00e7ant l&#8217;an\u00e0lisi de dades, ha tractat de mesurar quins jugadors tenen millor mitjana de passades d&#8217;alta qualitat i quins de rebre-les. Tot plegat amb la finalitat de facilitar un bon feedback a l&#8217;entrenador perqu\u00e8 els jugadors utilitzin els esprints en moments on tinguin una major possibilitat de causar perill al rival.<\/p>\n<p>&nbsp;<\/p>\n"},{"acf_fc_layout":"imagen_apaisada","imagen_apaisada":{"ID":47623,"id":47623,"title":"01_Suds_Gopaladesikan","filename":"5c317763-01_suds_gopaladesikan.png","filesize":0,"url":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/5c317763-01_suds_gopaladesikan.png","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/01_suds_gopaladesikan\/","alt":"","author":"24","description":"","caption":"","name":"01_suds_gopaladesikan","status":"inherit","uploaded_to":47557,"date":"2019-12-19 13:53:22","modified":"2019-12-19 13:53:22","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/barcainnovationhub.com\/wp-includes\/images\/media\/default.png","width":3508,"height":2480,"sizes":{"thumbnail":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/5c317763-01_suds_gopaladesikan-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/5c317763-01_suds_gopaladesikan-300x212.png","medium-width":300,"medium-height":212,"medium_large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/5c317763-01_suds_gopaladesikan-768x543.png","medium_large-width":768,"medium_large-height":543,"large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/5c317763-01_suds_gopaladesikan-1024x724.png","large-width":1024,"large-height":724,"1536x1536":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/5c317763-01_suds_gopaladesikan.png","1536x1536-width":1536,"1536x1536-height":1086,"2048x2048":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/5c317763-01_suds_gopaladesikan.png","2048x2048-width":2048,"2048x2048-height":1448}},"epigrafe":""},{"acf_fc_layout":"bloque_de_texto","bloque_de_texto":"<h2>Mapes de circulaci\u00f3 de la pilota<\/h2>\n<p>El cient\u00edfic Bart Spencer, de la Universitat australiana de Vict\u00f2ria, va presentar <em>Using contextual player movement and spatial control to analyse player passing trends in football<\/em>. Va explicar com es pot diagramar la circulaci\u00f3 de la pilota dins d&#8217;un equip. Mitjan\u00e7ant la recol\u00b7lecci\u00f3 a la lliga MLS americana de dades relatives als moviments \u00fatils dels jugadors per rebre una passada, el seu \u00e8xit, les \u00e0rees on es produeixen i el nivell de risc que comporten, han establert el nivell dels canals pels quals es mou una pilota entre companys. Un sistema que permetria en un futur aprofundir en la qualitat dels espais que generen les jugades i aportar un feedback al jugador per a la presa de decisions quan ha de moure la pilota.<\/p>\n<p>&nbsp;<\/p>\n"},{"acf_fc_layout":"imagen_apaisada","imagen_apaisada":{"ID":47788,"id":47788,"title":"02_Bart_Spencer (1)","filename":"f12040ad-02_bart_spencer-1.png","filesize":0,"url":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f12040ad-02_bart_spencer-1.png","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/02_bart_spencer-1\/","alt":"","author":"24","description":"","caption":"","name":"02_bart_spencer-1","status":"inherit","uploaded_to":47557,"date":"2019-12-20 17:08:23","modified":"2019-12-20 17:08:23","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/barcainnovationhub.com\/wp-includes\/images\/media\/default.png","width":3508,"height":2480,"sizes":{"thumbnail":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f12040ad-02_bart_spencer-1-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f12040ad-02_bart_spencer-1-300x212.png","medium-width":300,"medium-height":212,"medium_large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f12040ad-02_bart_spencer-1-768x543.png","medium_large-width":768,"medium_large-height":543,"large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f12040ad-02_bart_spencer-1-1024x724.png","large-width":1024,"large-height":724,"1536x1536":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f12040ad-02_bart_spencer-1.png","1536x1536-width":1536,"1536x1536-height":1086,"2048x2048":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f12040ad-02_bart_spencer-1.png","2048x2048-width":2048,"2048x2048-height":1448}},"epigrafe":""},{"acf_fc_layout":"bloque_de_texto","bloque_de_texto":"<h2>Probabilitat de lesi\u00f3<\/h2>\n<p>Les lesions costen 188 milions d\u2019euros a l&#8217;any en la primera i segona divisi\u00f3 espanyola i la mitjana de p\u00e8rdua de partits \u00e9s d&#8217;un 16%. Tanmateix, el tractament de dades pot aportar als entrenadors, una valuosa informaci\u00f3 per tenir en compte les probabilitats que un jugador, per l&#8217;acumulaci\u00f3 de minuts i esfor\u00e7, pugui lesionar-se. Luca Pappalardo, de l&#8217;ISTI (Institute of Information Science and Technologies) del CNR itali\u00e0, en la seva investigaci\u00f3 <em>Explainable Injury Forecasting via multivariate time series and convolutional neural networks<\/em> va explicar com millorar el pronosticador de lesions MATH (Memoried, Accurate, Transparent, Holistic) d&#8217;un 96% de falses alarmes a un 45% mitjan\u00e7ant l&#8217;\u00fas d&#8217;Intel\u00b7lig\u00e8ncia Artificial (MTS-CNN, Convultional Neural Network). Una via que en el futur podria generar tamb\u00e9 plans d&#8217;entrenament espec\u00edfics per eludir-les.<\/p>\n<p>&nbsp;<\/p>\n"},{"acf_fc_layout":"imagen_apaisada","imagen_apaisada":{"ID":47631,"id":47631,"title":"03_Luca_Pappalardo","filename":"0d4a49ca-03_luca_pappalardo.png","filesize":0,"url":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/0d4a49ca-03_luca_pappalardo.png","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/03_luca_pappalardo\/","alt":"","author":"24","description":"","caption":"","name":"03_luca_pappalardo","status":"inherit","uploaded_to":47557,"date":"2019-12-19 13:54:06","modified":"2019-12-19 13:54:06","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/barcainnovationhub.com\/wp-includes\/images\/media\/default.png","width":3508,"height":2480,"sizes":{"thumbnail":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/0d4a49ca-03_luca_pappalardo-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/0d4a49ca-03_luca_pappalardo-300x212.png","medium-width":300,"medium-height":212,"medium_large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/0d4a49ca-03_luca_pappalardo-768x543.png","medium_large-width":768,"medium_large-height":543,"large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/0d4a49ca-03_luca_pappalardo-1024x724.png","large-width":1024,"large-height":724,"1536x1536":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/0d4a49ca-03_luca_pappalardo.png","1536x1536-width":1536,"1536x1536-height":1086,"2048x2048":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/0d4a49ca-03_luca_pappalardo.png","2048x2048-width":2048,"2048x2048-height":1448}},"epigrafe":""},{"acf_fc_layout":"bloque_de_texto","bloque_de_texto":"<h2>Trencar les l\u00ednies del rival<\/h2>\n<p>La filosofia de Johan Cruyff era clara. Tan important \u00e9s el jugador que condueix la pilota com el que crea espais perqu\u00e8 li passi la pilota a qui est\u00e0 sol. Amb aquesta premissa, Sergio Llana, data scientist del FC Barcelona, va explicar a <em>How and why we need context to analyse ball possessions,<\/em> com es realitza el monitoratge del joc del Bar\u00e7a per facilitar una informaci\u00f3 depurada a l&#8217;staff t\u00e8cnic de l&#8217;equip. Llana va distingir el joc en tres fases: la d&#8217;iniciaci\u00f3, la de progr\u00e9s i la de finalitzaci\u00f3. Dins de cada una d&#8217;elles, va marcar microobjectius, que serien els moviments sense pilota que permeten superar el rival amb una jugada. Mitjan\u00e7ant el monitoratge per seguiment i aquest tractament de les dades, es permet con\u00e8ixer els patrons en qu\u00e8 es produeixen les &#8220;finestres&#8221; que permeten la culminaci\u00f3 d\u2019aquesta mena de jugades.<\/p>\n<p>&nbsp;<\/p>\n"},{"acf_fc_layout":"imagen_apaisada","imagen_apaisada":{"ID":47635,"id":47635,"title":"04_Sergio_Llana","filename":"09d8bd88-04_sergio_llana.png","filesize":0,"url":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/09d8bd88-04_sergio_llana.png","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/04_sergio_llana\/","alt":"","author":"24","description":"","caption":"","name":"04_sergio_llana","status":"inherit","uploaded_to":47557,"date":"2019-12-19 13:54:25","modified":"2019-12-19 13:54:25","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/barcainnovationhub.com\/wp-includes\/images\/media\/default.png","width":3508,"height":2480,"sizes":{"thumbnail":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/09d8bd88-04_sergio_llana-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/09d8bd88-04_sergio_llana-300x212.png","medium-width":300,"medium-height":212,"medium_large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/09d8bd88-04_sergio_llana-768x543.png","medium_large-width":768,"medium_large-height":543,"large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/09d8bd88-04_sergio_llana-1024x724.png","large-width":1024,"large-height":724,"1536x1536":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/09d8bd88-04_sergio_llana.png","1536x1536-width":1536,"1536x1536-height":1086,"2048x2048":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/09d8bd88-04_sergio_llana.png","2048x2048-width":2048,"2048x2048-height":1448}},"epigrafe":""},{"acf_fc_layout":"bloque_de_texto","bloque_de_texto":"<h2>Monitoratge mitjan\u00e7ant la retransmissi\u00f3<\/h2>\n<p>Per als clubs amb menys recursos, Jacob Mortensen, de la Universitat Simon Fraiser, va anunciar a <em>Estimation of player load metrics using broadcast derived tracking data,<\/em> que es pot mesurar la dist\u00e0ncia que recorre un jugador i la seva velocitat mitjan\u00e7ant el tret de c\u00e0mera en la retransmissi\u00f3 d&#8217;un partit. Mitjan\u00e7ant un c\u00e0lcul, es pot esbrinar la posici\u00f3 i moviments realitzats pels jugadors que estarien fora del focus. Un sistema que pot ajudar en el futur a millorar la precisi\u00f3 de les dades obtingudes en v\u00eddeos de baixa qualitat.<\/p>\n<p>&nbsp;<\/p>\n"},{"acf_fc_layout":"imagen_apaisada","imagen_apaisada":{"ID":47639,"id":47639,"title":"05_Jacob_Mortensen","filename":"68c3de07-05_jacob_mortensen.png","filesize":0,"url":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/68c3de07-05_jacob_mortensen.png","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/05_jacob_mortensen\/","alt":"","author":"24","description":"","caption":"","name":"05_jacob_mortensen","status":"inherit","uploaded_to":47557,"date":"2019-12-19 13:54:42","modified":"2019-12-19 13:54:42","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/barcainnovationhub.com\/wp-includes\/images\/media\/default.png","width":3508,"height":2480,"sizes":{"thumbnail":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/68c3de07-05_jacob_mortensen-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/68c3de07-05_jacob_mortensen-300x212.png","medium-width":300,"medium-height":212,"medium_large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/68c3de07-05_jacob_mortensen-768x543.png","medium_large-width":768,"medium_large-height":543,"large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/68c3de07-05_jacob_mortensen-1024x724.png","large-width":1024,"large-height":724,"1536x1536":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/68c3de07-05_jacob_mortensen.png","1536x1536-width":1536,"1536x1536-height":1086,"2048x2048":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/68c3de07-05_jacob_mortensen.png","2048x2048-width":2048,"2048x2048-height":1448}},"epigrafe":""},{"acf_fc_layout":"bloque_de_texto","bloque_de_texto":"<h2>Orientaci\u00f3 del futbolista<\/h2>\n<p>Moltes jugades durant un partit no arriben a bon port per la senzilla ra\u00f3 que un futbolista desconeix on estan els seus companys. Una correcta orientaci\u00f3 a l&#8217;hora de seguir el joc i entrar en contacte amb la pilota \u00e9s fonamental per situar els altres jugadors. Adri\u00e0 Arb\u00faes, de la Universitat Pompeu Fabra, va explicar el seu nou model de visi\u00f3 informatitzada per enregistrar l&#8217;orientaci\u00f3 del cos dels futbolistes durant el joc en <em>Head, shoulders, hip and ball&#8230; Hip and ball! Using pose data to leverage football player orientation<\/em>, un projecte encara en proc\u00e9s. Con\u00e8ixer aquesta informaci\u00f3 serveix per mesurar el temps de reacci\u00f3, entrenar t\u00e0ctiques introduint el camp de visi\u00f3 del jugador com a factor i ensenyar a les categories inferiors. El seu sistema de mesura es basa en la perspectiva del camp, la situaci\u00f3 de la pilota i la posici\u00f3 de les espatlles, malucs i cara del jugador. Encara que la qualitat del v\u00eddeo genera errors en la mesura, Arb\u00faes va assegurar que la informaci\u00f3 es podr\u00e0 reunir en 24 hores.<\/p>\n<p>&nbsp;<\/p>\n"},{"acf_fc_layout":"imagen_apaisada","imagen_apaisada":{"ID":47643,"id":47643,"title":"06_Adria\u0300_Arbue\u0301s","filename":"d6da186b-06_adria\u0300_arbue\u0301s.png","filesize":0,"url":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/d6da186b-06_adria\u0300_arbue\u0301s.png","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/06_adria_arbues\/","alt":"","author":"24","description":"","caption":"","name":"06_adria_arbues","status":"inherit","uploaded_to":47557,"date":"2019-12-19 13:54:59","modified":"2019-12-19 13:54:59","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/barcainnovationhub.com\/wp-includes\/images\/media\/default.png","width":3508,"height":2480,"sizes":{"thumbnail":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/d6da186b-06_adria\u0300_arbue\u0301s-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/d6da186b-06_adria\u0300_arbue\u0301s-300x212.png","medium-width":300,"medium-height":212,"medium_large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/d6da186b-06_adria\u0300_arbue\u0301s-768x543.png","medium_large-width":768,"medium_large-height":543,"large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/d6da186b-06_adria\u0300_arbue\u0301s-1024x724.png","large-width":1024,"large-height":724,"1536x1536":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/d6da186b-06_adria\u0300_arbue\u0301s.png","1536x1536-width":1536,"1536x1536-height":1086,"2048x2048":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/d6da186b-06_adria\u0300_arbue\u0301s.png","2048x2048-width":2048,"2048x2048-height":1448}},"epigrafe":""},{"acf_fc_layout":"bloque_de_texto","bloque_de_texto":"<h2>Perfils de futbolistes m\u00e9s complets<\/h2>\n<p>Jan Van Haaren, de la universitat belga de Lovaina, va mostrar a <em>Scouting football players by squeezing every last drop out of match event data,<\/em> les possibilitats que hi ha d&#8217;ampliar un informe sobre un futbolista. En primer lloc, va advocar per la dada de qualitat amb un exemple: si un futbolista li cedeix la pilota a un davanter a dos metres, aquest sorteja diversos rivals i aconsegueix un gol, aquesta passada \u00e9s una assist\u00e8ncia, per\u00f2 no es podr\u00e0 comparar a una assist\u00e8ncia de quaranta metres que deixa sol a un davanter. El tractament de dades ha de tenir en compte aquestes variables per precisar la qualitat de les accions de l&#8217;esportista. A m\u00e9s a m\u00e9s, Van Haaren va mesurar tamb\u00e9 com reaccionen els futbolistes davant la pressi\u00f3, gr\u00e0cies a un sistema de mesura que va tenir en compte variables com ara els per\u00edodes prolongats de partits sense guanyar, la proximitat dels derbis, la destituci\u00f3 de l&#8217;entrenador o els llocs de descens.<\/p>\n<p>&nbsp;<\/p>\n"},{"acf_fc_layout":"imagen_apaisada","imagen_apaisada":{"ID":47647,"id":47647,"title":"07_Jan_Van_Haaren","filename":"63d17465-07_jan_van_haaren.png","filesize":0,"url":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/63d17465-07_jan_van_haaren.png","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/07_jan_van_haaren\/","alt":"","author":"24","description":"","caption":"","name":"07_jan_van_haaren","status":"inherit","uploaded_to":47557,"date":"2019-12-19 13:55:13","modified":"2019-12-19 13:55:13","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/barcainnovationhub.com\/wp-includes\/images\/media\/default.png","width":3508,"height":2480,"sizes":{"thumbnail":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/63d17465-07_jan_van_haaren-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/63d17465-07_jan_van_haaren-300x212.png","medium-width":300,"medium-height":212,"medium_large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/63d17465-07_jan_van_haaren-768x543.png","medium_large-width":768,"medium_large-height":543,"large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/63d17465-07_jan_van_haaren-1024x724.png","large-width":1024,"large-height":724,"1536x1536":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/63d17465-07_jan_van_haaren.png","1536x1536-width":1536,"1536x1536-height":1086,"2048x2048":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/63d17465-07_jan_van_haaren.png","2048x2048-width":2048,"2048x2048-height":1448}},"epigrafe":""},{"acf_fc_layout":"bloque_de_texto","bloque_de_texto":"<h2>Efectivitat de cada t\u00e0ctica<\/h2>\n<p>El paper guanyador del Bar\u00e7a Sports Analytics Summit ha estat <em>Dynamic Analysis of team strategy in professional football matches<\/em>, de l&#8217;investigador de Harvard, Laurie Shaw. Mitjan\u00e7ant les dades obtingudes per `tracking\u2019, ha estudiat el perill que es genera segons el dibuix al camp d&#8217;un equip. La investigaci\u00f3 inclou els canvis d&#8217;estrat\u00e8gia que es realitzen en el curs d&#8217;una trobada i les transicions de fase ofensiva a fase defensiva. El tractament de tota aquesta informaci\u00f3 obre la porta a con\u00e8ixer la probabilitat de crear ocasions i materialitzar-les amb cada esquema o formaci\u00f3, aix\u00ed com els riscs de rebre gols amb cada un d&#8217;ells.<\/p>\n<p>&nbsp;<\/p>\n"},{"acf_fc_layout":"imagen_apaisada","imagen_apaisada":{"ID":47651,"id":47651,"title":"08_Laurie_Shaw","filename":"27a8a123-08_laurie_shaw.png","filesize":0,"url":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/27a8a123-08_laurie_shaw.png","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/08_laurie_shaw\/","alt":"","author":"24","description":"","caption":"","name":"08_laurie_shaw","status":"inherit","uploaded_to":47557,"date":"2019-12-19 13:55:28","modified":"2019-12-19 13:55:28","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/barcainnovationhub.com\/wp-includes\/images\/media\/default.png","width":3508,"height":2480,"sizes":{"thumbnail":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/27a8a123-08_laurie_shaw-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/27a8a123-08_laurie_shaw-300x212.png","medium-width":300,"medium-height":212,"medium_large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/27a8a123-08_laurie_shaw-768x543.png","medium_large-width":768,"medium_large-height":543,"large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/27a8a123-08_laurie_shaw-1024x724.png","large-width":1024,"large-height":724,"1536x1536":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/27a8a123-08_laurie_shaw.png","1536x1536-width":1536,"1536x1536-height":1086,"2048x2048":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/27a8a123-08_laurie_shaw.png","2048x2048-width":2048,"2048x2048-height":1448}},"epigrafe":""},{"acf_fc_layout":"bloque_de_texto","bloque_de_texto":"<h2>En el beisbol americ\u00e0<\/h2>\n<p>Com a convidat especial, Dan Cervone, responsable d&#8217;An\u00e0lisi quantitativa dels Dodgers, un equip de beisbol dels Estats Units, va mostrar a <em>Baseball analytics in the age of tracking data,<\/em> com s&#8217;utilitzen aquestes t\u00e8cniques en el seu esport. El beisbol \u00e9s una disciplina estretament lligada a les dades i l&#8217;estad\u00edstica des del seu origen. Una de les funcions m\u00e9s importants de processar l&#8217;efectivitat d&#8217;un esportista es produeix a l&#8217;hora de fitxar, podent aconseguir incorporacions m\u00e9s barates amb taxes similars d&#8217;efic\u00e0cia. En el joc del seu club, actualment tamb\u00e9 s&#8217;utilitzen dades per especificar el nivell de dificultat per a la defensa de cada batedor i, al mateix temps dels llan\u00e7adors. Tanmateix, ha confessat que ha costat molta feina que els entrenadors parin atenci\u00f3 a les dades estad\u00edstiques que se&#8217;ls poden facilitar i que condicionin algunes de les seves decisions a l&#8217;estad\u00edstica.<\/p>\n<p>&nbsp;<\/p>\n"},{"acf_fc_layout":"imagen_apaisada","imagen_apaisada":{"ID":47655,"id":47655,"title":"09_Dan_Cervone","filename":"f53cf7f9-09_dan_cervone.png","filesize":0,"url":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f53cf7f9-09_dan_cervone.png","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/09_dan_cervone\/","alt":"","author":"24","description":"","caption":"","name":"09_dan_cervone","status":"inherit","uploaded_to":47557,"date":"2019-12-19 13:55:42","modified":"2019-12-19 13:55:42","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/barcainnovationhub.com\/wp-includes\/images\/media\/default.png","width":3508,"height":2480,"sizes":{"thumbnail":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f53cf7f9-09_dan_cervone-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f53cf7f9-09_dan_cervone-300x212.png","medium-width":300,"medium-height":212,"medium_large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f53cf7f9-09_dan_cervone-768x543.png","medium_large-width":768,"medium_large-height":543,"large":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f53cf7f9-09_dan_cervone-1024x724.png","large-width":1024,"large-height":724,"1536x1536":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f53cf7f9-09_dan_cervone.png","1536x1536-width":1536,"1536x1536-height":1086,"2048x2048":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/f53cf7f9-09_dan_cervone.png","2048x2048-width":2048,"2048x2048-height":1448}},"epigrafe":""},{"acf_fc_layout":"bloque_de_texto","bloque_de_texto":"<h2>Reptes futurs<\/h2>\n<p>Finalment, en una taula rodona, es va debatre la dificultat per als cient\u00edfics de dades de comunicar-se amb els entrenadors i responsables dels equips. Van Haarven va explicar que el m\u00e9s important s\u00f3n les preguntes que se li presentin als cient\u00edfics, ja que la seva labor est\u00e0 orientada a donar respostes o presentar la informaci\u00f3 necess\u00e0ria per prendre una decisi\u00f3. Gopaladesikan, d&#8217;altra banda, va remarcar que els equips t\u00e8cnics estan acostumats a treballar amb v\u00eddeos i que \u00e9s important que els cient\u00edfics de dades, que presenten un nou llenguatge o model de comunicaci\u00f3, s\u00e0piguen entendre&#8217;s amb l&#8217;entrenador sense gr\u00e0fics massa laboriosos. Preguntats sobre per qu\u00e8 s&#8217;analitza m\u00e9s l&#8217;atac que la defensa, tots van estar d&#8217;acord a respondre que l&#8217;atac dep\u00e8n d&#8217;un i la t\u00e0ctica defensiva del rival, per aix\u00f2 \u00e9s impredictible. Sergio Llana, en aquest aspecte, va puntualitzar que l&#8217;atac \u00e9s m\u00e9s atractiu que la defensa, per\u00f2 que tamb\u00e9 cal tenir en compte els models de pressi\u00f3, que cada vegada se n&#8217;estan desenvolupant m\u00e9s.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n"},{"acf_fc_layout":"imagen_apaisada","imagen_apaisada":{"ID":47659,"id":47659,"title":"10_Expert_Panel","filename":"d614a225-10_expert_panel.png","filesize":0,"url":"https:\/\/static.capabiliaserver.com\/frontend\/clients\/barca\/wp_prod\/wp-content\/uploads\/2019\/12\/d614a225-10_expert_panel.png","link":"https:\/\/barcainnovationhub.com\/ca\/lelit-mundial-de-lanalisi-de-dades-esportives-es-reuneix-a-barcelona\/10_expert_panel\/","alt":"","author":"24","description":"","caption":"","name":"10_expert_panel","status":"inherit","uploaded_to":47557,"date":"2019-12-19 13:55:55","modified":"2019-12-19 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