{"id":112,"date":"2020-08-17T11:43:05","date_gmt":"2020-08-17T14:43:05","guid":{"rendered":"http:\/\/www.cemeai.icmc.usp.br\/4EABDA\/?page_id=112"},"modified":"2021-07-26T11:56:37","modified_gmt":"2021-07-26T14:56:37","slug":"curso-9","status":"publish","type":"page","link":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/curso-9\/","title":{"rendered":"Curso IX"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"112\" class=\"elementor elementor-112\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3ed9e55 elementor-section-full_width elementor-hidden-phone elementor-section-height-default elementor-section-height-default\" data-id=\"3ed9e55\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-eb25f85\" data-id=\"eb25f85\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79e06dc elementor-widget elementor-widget-edu-featured-slider\" data-id=\"79e06dc\" data-element_type=\"widget\" data-widget_type=\"edu-featured-slider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n        <div class=\"feature-slides-wrapper feature-slick-slider\" >\r\n            <div class=\"feature-slider slider-6aeb312c0c534\" data-animation=\"up\">\r\n\t\t\t\t<div class=\"elementor-repeater-item-b159737 slick-slide\"><div class=\"feature-slide-bg\"><\/div><div  class=\"feature-slide-inner\"><div class=\"feature-slide-content animated fadeInUp\"><h2 class=\"feature-slide-heading\">Curso IX<\/h2><p class=\"feature-slide-description\">Recuperac\u0327a\u0303o de Informac\u0327a\u0303o Multimi\u0301dia no Contexto de Big Data<\/p><\/div><\/div><\/div>            <\/div>\r\n        <\/div>\r\n        <script type=\"text\/javascript\">\r\n            (function($) {\r\n                \"use strict\";\r\n \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0$('.slider-6aeb312c0c534').slick({    \r\n                          \r\n                                    });\r\n            })(jQuery);\r\n        <\/script>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-150722e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"150722e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d413fe1 elementor-section-full_width elementor-hidden-desktop elementor-hidden-tablet elementor-section-height-default elementor-section-height-default\" data-id=\"d413fe1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0f77681\" data-id=\"0f77681\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b8d828c elementor-widget elementor-widget-edu-featured-slider\" data-id=\"b8d828c\" data-element_type=\"widget\" data-widget_type=\"edu-featured-slider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n        <div class=\"feature-slides-wrapper feature-slick-slider\" >\r\n            <div class=\"feature-slider slider-6aeb312c0fb50\" data-animation=\"up\">\r\n\t\t\t\t<div class=\"elementor-repeater-item-b159737 slick-slide\"><div class=\"feature-slide-bg\"><\/div><div  class=\"feature-slide-inner\"><div class=\"feature-slide-content animated fadeInUp\"><h2 class=\"feature-slide-heading\">Curso IX<\/h2><p class=\"feature-slide-description\">Recuperac\u0327a\u0303o de Informac\u0327a\u0303o Multimi\u0301dia no Contexto de Big Data<\/p><\/div><\/div><\/div>            <\/div>\r\n        <\/div>\r\n        <script type=\"text\/javascript\">\r\n            (function($) {\r\n                \"use strict\";\r\n \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0$('.slider-6aeb312c0fb50').slick({    \r\n                          \r\n                                    });\r\n            })(jQuery);\r\n        <\/script>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e3b8e9 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5e3b8e9\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-332ae7ca elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"332ae7ca\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-23c2b954\" data-id=\"23c2b954\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c26bb50 elementor-widget elementor-widget-text-editor\" data-id=\"1c26bb50\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<!-- wp:shortcode -->\n<p><strong>Ministrante:<\/strong> <span style=\"font-weight: 400;\">Rudinei Goularte<\/span><\/p>\n<p><strong>Resumo:<\/strong> <span style=\"font-weight: 400;\">Sistemas cotidianos que produzem, exibem e compartilham conteu\u0301do multimi\u0301dia s\u00e3o atualmente acess\u00edveis via as mais diferentes plataformas, \u00a0fazendo com que o volume de dados aumente continamente a taxas alarmantes. Surge ent\u00e3o a necessidade de tratar computacionalmente esses grandes volumes de dados. Em a\u0301reas correlatas (como\u00a0<\/span><i><span style=\"font-weight: 400;\">Multimedia Big Data<\/span><\/i><span style=\"font-weight: 400;\">, Cie\u0302ncia de Dados e Recuperac\u0327a\u0303o de Informac\u0327a\u0303o Multimi\u0301dia) um pre\u0301-requisito comum \u00e9 a Ana\u0301lise Multimi\u0301dia em\u00a0<\/span><i><span style=\"font-weight: 400;\">Big Data<\/span><\/i><span style=\"font-weight: 400;\">, onde o objetivo e\u0301 encontrar um modo mais compacto de representar o conteu\u0301do e que seja, ao mesmo tempo, representativo da informa\u00e7\u00e3o original.<\/span><\/p>\n<p><strong>Conte\u00fado: <span style=\"font-weight: 400;\">Ao analisar conte\u00fado multim\u00eddia existe a dificuldade adicional das diferentes modalidades dos dados (visual, auditiva e textual, por exemplo), que devem ser tratadas em conjunto, objetivando melhoria de resultados dos servic\u0327os associados (Recomenda\u00e7\u00e3o de M\u00fasica e de V\u00eddeos, Sumariza\u00e7\u00e3o, Recupera\u00e7\u00e3o de Informa\u00e7\u00e3o, entre outros). Este minicurso aborda ferramentas e te\u0301cnicas para indexac\u0327a\u0303o, extrac\u0327a\u0303o e processamento de conteu\u0301do multimi\u0301dia multimodal. As te\u0301cnicas sa\u0303o exemplificadas em OpenCV Python, podendo ser aplicadas a diferentes conteu\u0301dos (imagens, a\u0301udio, texto e vi\u0301deo) e contextos (como os de Netflix, Google e YouTube), motivando pesquisadores e desenvolvedores.<\/span><\/strong><\/p>\n<p><strong>Refer\u00eancias:<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Blanken, H.; de Vries, A. P.; Blok, H. E.; Feng, L. Multimedia Retrieval. Springer, 2007. ISBN: 978-3-540-72894-8.\u00a0 &#8211; Ricardo A. Baeza-Yates and Berthier Ribeiro-Neto. Modern Information Retrieval: The Concepts and Technology behind Search (2nd Edition) (ACM Press Books). Paperback: 944 pages. Publisher: Addison-Wesley Professional; 2 edition. 2011. ISBN-10: 0321416910. ISBN-13: 978-0321416919\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Aggarwal, C. C. Recommender Systems: The Textbook. Springer, 2016. ISBN 978-3-319-29657-9.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pouyanfar, S., Yang, Y., Chen, S., Shyu, M. and Iyengar, S. S. 2018. Multimedia Big Data Analytics: A Survey. ACM Comput. Surv. 51, 1, Article 10 (January 2018), 34 pages. DOI: https:\/\/doi.org\/10.1145\/3150226<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Artigos selecionados de confer\u00eancias e peri\u00f3dicos da \u00e1rea, como ACM Multimedia, IEEE MultiMedia, Pattern Recognition Letters e ACM RecSys.<\/span><\/p>\n<p><strong>Mini CV:<\/strong><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Rudinei Goularte<\/strong> possui graduac\u0327a\u0303o em Cie\u0302ncia da Computac\u0327a\u0303o pela Universidade Federal de Mato Grosso do Sul (1995). Possui mestrado (1998), doutorado (2003) e livre-doce\u0302ncia (2011) pela Universidade de Sa\u0303o Paulo, campus Sa\u0303o Carlos, todos em Cie\u0302ncia da Computac\u0327a\u0303o. Atualmente e\u0301 professor associado do ICMC\/USP em regime de dedicac\u0327a\u0303o integral a\u0300 doce\u0302ncia e a\u0300 pesquisa, atuando tambe\u0301m como orientador pleno de mestrado e doutorado. Atua como consultor ad hoc da Fundac\u0327a\u0303o de Amparo a\u0300 Pesquisa do Estado de Sa\u0303o Paulo (FAPESP) e do Conselho Nacional de Desenvolvimento Cienti\u0301fico e Tecnolo\u0301gico (CNPq). Desenvolve pesquisa em Multimi\u0301dia nas linhas: codificac\u0327a\u0303o de vi\u0301deo digital, vi\u0301deo 3D, recuperac\u0327a\u0303o de informac\u0327a\u0303o multimi\u0301dia,\u00a0<\/span><i><span style=\"font-weight: 400;\">multimedia big data<\/span><\/i><span style=\"font-weight: 400;\">\u00a0e ana\u0301lise multimodal.\u00a0<\/span><\/p>\n<!-- \/wp:shortcode -->\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Curso IX Recuperac\u0327a\u0303o de Informac\u0327a\u0303o Multimi\u0301dia no Contexto de Big Data Curso IX Recuperac\u0327a\u0303o de Informac\u0327a\u0303o Multimi\u0301dia no Contexto de Big Data<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-112","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages\/112","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/comments?post=112"}],"version-history":[{"count":3,"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages\/112\/revisions"}],"predecessor-version":[{"id":179,"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages\/112\/revisions\/179"}],"wp:attachment":[{"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/media?parent=112"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}