{"id":2859,"date":"2020-09-10T22:11:31","date_gmt":"2020-09-11T01:11:31","guid":{"rendered":"http:\/\/sbbd.org.br\/2020\/tutorial-2-copy\/"},"modified":"2021-04-27T15:34:35","modified_gmt":"2021-04-27T18:34:35","slug":"short-course-2","status":"publish","type":"page","link":"https:\/\/sbbd.org.br\/2020\/short-course-2\/","title":{"rendered":"Short Course #2"},"content":{"rendered":"\n<p><strong>Watch the complete <a href=\"https:\/\/www.youtube.com\/watch?v=KYsRPBhFrD4&amp;list=PLRKeuVfLlY-5IZme8klDjd0S7I6QWUPQv&amp;index=4\"><span class=\"has-inline-color has-vivid-cyan-blue-color\">video<\/span><\/a> presentation.<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Igor Barbosa da Costa, Carlos Eduardo Santos Pires e Leandro Marinho Balby<\/h4>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong><span style=\"color:#150996\" class=\"has-inline-color\"><strong>Data Analytics in Sports: Changing the Game<\/strong><\/span><\/strong><\/p><\/blockquote>\n\n\n\n<div class=\"wp-block-file\"><a href=\"https:\/\/sbbd.org.br\/2020\/wp-content\/uploads\/sites\/13\/2020\/10\/SBBD-2020-Sports-Analytics-Mudando-o-Jogo.pdf\">PDF<\/a><a href=\"https:\/\/sbbd.org.br\/2020\/wp-content\/uploads\/sites\/13\/2020\/10\/SBBD-2020-Sports-Analytics-Mudando-o-Jogo.pdf\" class=\"wp-block-file__button\" download>Download<\/a><\/div>\n\n\n\n<p><strong>Abstract<\/strong><\/p>\n\n\n\n<p>In the last decades, researchers have been developing different techniques to understand which factors influence the sporting results and, consequently, the role of predictability and randomness in the games. With the current evolution of the techniques of acquisition, storage and processing of large volumes of information, data analyzes has gained even more importance for the discovery of new knowledge and has been transforming the behaviors of all involved with the sport. This chapter presents an introduction to this topic through: (i) a discussion of the influence of data analysis in sports, (ii) the presentation of case studies of success, (iii) an analysis of computational processes for knowledge discovery and prediction modeling, (iv) a comparative analysis of the betting markets, and (v) an exploration of the opportunities generated in this field of research.<\/p>\n\n\n\n<p><strong>Resumo<\/strong><\/p>\n\n\n\n<p>Nas \u00faltimas d\u00e9cadas, pesquisadores v\u00eam desenvolvendo diferentes t\u00e9cnicas para entender quais fatores influenciam os resultados esportivos e, consequentemente, qual o papel da previsibilidade e da aleatoriedade nos jogos. Com a atual evolu\u00e7\u00e3o das t\u00e9cnicas de aquisi\u00e7\u00e3o, armazenamento e processamento de grandes volumes de informa\u00e7\u00f5es, as an\u00e1lises de dados ganharam ainda mais import\u00e2ncia para a descoberta de novos conhecimentos e v\u00eam transformando os comportamentos de todos envolvidos com o esporte. Este cap\u00edtulo apresenta uma introdu\u00e7\u00e3o sobre o tema atrav\u00e9s de: (i) uma discuss\u00e3o sobre a influ\u00eancia da an\u00e1lise de dados nos esportes, (ii) a apresenta\u00e7\u00e3o de estudos de casos de sucesso, (iii) uma an\u00e1lise dos processos computacionais para descoberta de conhecimento e modelagem de predi\u00e7\u00e3o, (iv) uma an\u00e1lise comparativa dos mercados de aposta e (v) uma explora\u00e7\u00e3o das oportunidades geradas nesse campo de pesquisa.<\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Watch the complete video presentation. Igor Barbosa da Costa, Carlos Eduardo Santos Pires e Leandro Marinho Balby Data Analytics in&hellip; <\/p>\n","protected":false},"author":13,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"templates\/template-fullwidth.php","meta":{"footnotes":""},"class_list":["post-2859","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sbbd.org.br\/2020\/wp-json\/wp\/v2\/pages\/2859","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sbbd.org.br\/2020\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sbbd.org.br\/2020\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sbbd.org.br\/2020\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/sbbd.org.br\/2020\/wp-json\/wp\/v2\/comments?post=2859"}],"version-history":[{"count":12,"href":"https:\/\/sbbd.org.br\/2020\/wp-json\/wp\/v2\/pages\/2859\/revisions"}],"predecessor-version":[{"id":3565,"href":"https:\/\/sbbd.org.br\/2020\/wp-json\/wp\/v2\/pages\/2859\/revisions\/3565"}],"wp:attachment":[{"href":"https:\/\/sbbd.org.br\/2020\/wp-json\/wp\/v2\/media?parent=2859"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}