{"id":116,"date":"2020-08-17T11:43:13","date_gmt":"2020-08-17T14:43:13","guid":{"rendered":"http:\/\/www.cemeai.icmc.usp.br\/4EABDA\/?page_id=116"},"modified":"2021-07-30T15:48:21","modified_gmt":"2021-07-30T18:48:21","slug":"curso-7","status":"publish","type":"page","link":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/curso-7\/","title":{"rendered":"Curso VII"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"116\" class=\"elementor elementor-116\" 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-6a1ee44809f32\" 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 VII<\/h2><p class=\"feature-slide-description\">Minera\u00e7\u00e3o de Eventos e suas Aplica\u00e7\u00f5es em Agrupamento de Textos<\/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-6a1ee44809f32').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-6a1ee4480d3d5\" 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 VII<\/h2><p class=\"feature-slide-description\">Minera\u00e7\u00e3o de Eventos e suas Aplica\u00e7\u00f5es em Agrupamento de Textos<\/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-6a1ee4480d3d5').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>Ministrantes:<\/strong> <span style=\"font-weight: 400;\">Solange Oliveira Rezende e Ricardo<\/span><span style=\"font-weight: 400;\"> Marcondes Marcacini<\/span><\/p>\n<p><strong>Resumo:<\/strong> <span style=\"font-weight: 400;\">Um evento pode ser definido como \u201calgo que acontece em um tempo e lugar espec\u00edfico\u201d. Em geral, eventos s\u00e3o extra\u00eddos de textos publicados em portais de not\u00edcias, f\u00f3runs e redes sociais, sendo importantes para mapear a informa\u00e7\u00e3o de um mundo virtual para os v\u00e1rios fen\u00f4menos que ocorrem em nosso mundo f\u00edsico. Nesse sentido, diversas aplica\u00e7\u00f5es foram propostas para explorar o relacionamento entre eventos e o mundo real, visando a constru\u00e7\u00e3o de indicadores a partir de grupos de eventos similares e correlacionados. A minera\u00e7\u00e3o de eventos permite extrair este tipo de conhecimento e vem recebendo muita aten\u00e7\u00e3o nos \u00faltimos anos, pois fornece como resultado final modelos de intelig\u00eancia anal\u00edtica que s\u00e3o \u00fateis para tomada de decis\u00e3o. Tais modelos exploram as m\u00faltiplas representa\u00e7\u00f5es de eventos como a informa\u00e7\u00e3o textual, informa\u00e7\u00e3o temporal, informa\u00e7\u00e3o geogr\u00e1fica, e outros tipos de entidades. Assim, o processo de minera\u00e7\u00e3o de eventos envolve o pr\u00e9-processamento de textos e representa\u00e7\u00e3o do conhecimento, extra\u00e7\u00e3o de padr\u00f5es com m\u00e9todos de agrupamento, p\u00f3s-processamento e o uso do conhecimento.<\/span><\/p>\n<p><strong>Conte\u00fado: <span style=\"font-weight: 400;\">Nesse minicurso ser\u00e1 apresentada uma vis\u00e3o te\u00f3rica e pr\u00e1tica sobre Minera\u00e7\u00e3o de Eventos com foco em an\u00e1lise de agrupamentos. O minicurso envolve a apresenta\u00e7\u00e3o e execu\u00e7\u00e3o de ferramentas de c\u00f3digo-aberto para discutir o conte\u00fado do minicurso de forma interativa.<\/span><\/strong><\/p>\n<p><strong>Refer\u00eancias:<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Aggarwal, Charu C. <\/span><i><span style=\"font-weight: 400;\">Machine learning for text<\/span><\/i><span style=\"font-weight: 400;\">. Springer, 2018.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Li, Tao, ed. <\/span><i><span style=\"font-weight: 400;\">Event mining: algorithms and applications<\/span><\/i><span style=\"font-weight: 400;\">. Chapman and Hall\/CRC, 2019.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Aggarwal, Charu C., and Chandan K. Reddy. &#8220;Data clustering.&#8221; <\/span><i><span style=\"font-weight: 400;\">Algorithms and applications. Chapman&amp;Hall\/CRC Data mining and Knowledge Discovery series, Londra<\/span><\/i><span style=\"font-weight: 400;\"> (2014).<\/span><\/p>\n<p><strong>Mini-CVs:<\/strong><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Solange Oliveira Rezende<\/strong> \u00e9 professora associada do Departamento de Ci\u00eancias de Computa\u00e7\u00e3o do Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o da Universidade de S\u00e3o Paulo (USP). Possui gradua\u00e7\u00e3o em Licenciatura em Ci\u00eancias com Habilita\u00e7\u00e3o Matem\u00e1tica pela Universidade Federal de Uberl\u00e2ndia (1986), mestrado em Ci\u00eancias de Computa\u00e7\u00e3o e Matem\u00e1tica Computacional pela Universidade de S\u00e3o Paulo (1990) e doutorado em Engenharia Mec\u00e2nica pela Escola de Engenharia de S\u00e3o Carlos da Universidade de S\u00e3o Paulo (1993). Tem mais de 30 anos de experi\u00eancia na \u00e1rea de Ci\u00eancia da Computa\u00e7\u00e3o, com \u00eanfase em Intelig\u00eancia Artificial. Atua\u00e7\u00e3o principal em Minera\u00e7\u00e3o de Dados e Textos, Intelig\u00eancia Anal\u00edtica de Textos, Ci\u00eancia de Dados, Minera\u00e7\u00e3o de Opini\u00f5es e Sistemas de Recomenda\u00e7\u00e3o. \u00c9 Orientadora nos programas de P\u00f3s-Gradua\u00e7\u00e3o em Ci\u00eancias de Computa\u00e7\u00e3o e Matem\u00e1tica Computacional (M e D) e Mestrado Profissional Matem\u00e1tica, Estat\u00edstica e Computa\u00e7\u00e3o Aplicadas \u00e0 Ind\u00fastria ambos do ICMC-USP.\u00a0<\/span><a href=\"http:\/\/lattes.cnpq.br\/8526960535874806\"><span style=\"font-weight: 400;\">http:\/\/lattes.cnpq.br\/8526960535874806<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Ricardo Marcondes Marcacini<\/strong> \u00e9 professor do Departamento de Ci\u00eancias de Computa\u00e7\u00e3o do Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o da Universidade de S\u00e3o Paulo (USP). Bacharel em Inform\u00e1tica pela Universidade de S\u00e3o Paulo. Mestre e Doutor em Ci\u00eancias da Computa\u00e7\u00e3o e Matem\u00e1tica Computacional pela Universidade de S\u00e3o Paulo. Atua em pesquisas na \u00e1rea de Intelig\u00eancia Artificial, com interesse especial em m\u00e9todos de Aprendizado de M\u00e1quina e Intelig\u00eancia Anal\u00edtica para Textos.\u00a0\u00a0<\/span><a href=\"http:\/\/lattes.cnpq.br\/3272611282260295\"><span style=\"font-weight: 400;\">http:\/\/lattes.cnpq.br\/3272611282260295<\/span><\/a><\/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 VII Minera\u00e7\u00e3o de Eventos e suas Aplica\u00e7\u00f5es em Agrupamento de Textos Curso VII Minera\u00e7\u00e3o de Eventos e suas Aplica\u00e7\u00f5es em Agrupamento de Textos<\/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-116","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages\/116","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=116"}],"version-history":[{"count":12,"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages\/116\/revisions"}],"predecessor-version":[{"id":230,"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages\/116\/revisions\/230"}],"wp:attachment":[{"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/media?parent=116"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}