{"id":355,"date":"2022-10-06T14:29:04","date_gmt":"2022-10-06T13:29:04","guid":{"rendered":"https:\/\/dev.wisdomignite.pt\/tmese\/?page_id=355"},"modified":"2023-01-17T17:02:10","modified_gmt":"2023-01-17T17:02:10","slug":"text-mining-e-pln","status":"publish","type":"page","link":"https:\/\/dev.wisdomignite.pt\/tmese\/text-mining-e-pln\/","title":{"rendered":"Text mining e L.N.P."},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"355\" class=\"elementor elementor-355\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-205f7db1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"205f7db1\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-5cf4d128\" data-id=\"5cf4d128\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-665e1e7d eael-dual-header-content-align-left elementor-invisible elementor-widget elementor-widget-eael-dual-color-header\" data-id=\"665e1e7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"eael-dual-color-header.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"eael-dual-header\">\n\t\t\t\t<h2 class=\"title eael-dch-title\"><span class=\"eael-dch-title-text eael-dch-title-lead lead gradient-color\">Text mining e NLP<\/span> <span class=\"eael-dch-title-text\"><\/span><\/h2>\t\t\t<\/div>\n\n\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e60a965 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e60a965\" data-element_type=\"section\" data-e-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-66b1bfb\" data-id=\"66b1bfb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2dc4b36 elementor-widget elementor-widget-accordion\" data-id=\"2dc4b36\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4791\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-4791\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-angle-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">O que \u00e9 TEXT Mining?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4791\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-4791\"><p>Se compreendermos o texto como uma cole\u00e7\u00e3o de documentos n\u00e3o estruturados, e sendo usada para analisar textos e transform\u00e1-los em uma forma mais estruturada a fim de obter <em>insights <\/em>a partir dela, notaremos que <em>Text Mining<\/em> \u00e9 uma \u00e1rea da <strong>Intelig\u00eancia Artificial<\/strong> que conglomera <strong>Ci\u00eancias da Linguagem<\/strong> e <strong>Ci\u00eancias da Computa\u00e7\u00e3o<\/strong> com t\u00e9cnicas estat\u00edsticas e <em>Machine Learning<\/em>, a qual, sendo outra \u00e1rea da Intelig\u00eancia Artificial e intimamente relacionada com a Matem\u00e1tica Aplicada e a Estat\u00edstica, pode ser percebida como processo pelo qual um computador pode trabalhar com mais precis\u00e3o \u00e0 medida que recolhe e aprende com os dados que lhe s\u00e3o inseridos.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4792\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-4792\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-angle-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">O que \u00e9 Processamento de Linguagem Natural?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4792\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-4792\"><p>Por Processamento de Linguagem Natural pode entender-se a parte das Ci\u00eancias da Computa\u00e7\u00e3o e da Intelig\u00eancia Artificial que lida com a linguagem humana.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4793\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-4793\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-angle-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Para que se utiliza Text Mining e Processamento de Linguagem Natural?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4793\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-4793\"><p>Estas \u00e1reas do conhecimento, <em>Text Mining<\/em> e Processamento de Linguagem Natural, t\u00eam sido muito usadas para v\u00e1rias aplica\u00e7\u00f5es como identifica\u00e7\u00e3o de entidades, dete\u00e7\u00e3o de pl\u00e1gio, <em>topic identification<\/em>, <em>text clustering<\/em>, tradu\u00e7\u00e3o, <em>automatic text summarization<\/em>, dete\u00e7\u00e3o de fraude, <em>spam filtering e sentiment analysis<\/em>.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4794\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-4794\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-angle-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Como aplicar procedimentos de Text Mining e Processamento de Linguagem Natural?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4794\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-4794\"><p>Aplicamos procedimentos de <em>Text Mining<\/em> e Processamento de Linguagem Natural, a qual, sendo uma vertente da intelig\u00eancia artificial que ajuda os computadores a entender, interpretar e manipular a linguagem humana, resulta de diversas disciplinas, incluindo as ci\u00eancias da computa\u00e7\u00e3o e a lingu\u00edstica computacional, que buscam preencher a lacuna entre a comunica\u00e7\u00e3o humana e o entendimento dos computadores.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4795\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-4795\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-angle-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Que aplica\u00e7\u00f5es pr\u00e1ticas tem o Processamento de Linguagem Natural?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4795\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-4795\"><p>Em casos de volumes de dados textuais, o Processamento de Linguagem Natural coadjuva os computadores a comunicar com os seres humanos na sua pr\u00f3pria linguagem e escala outras tarefas relacionadas com a linguagem. Assim, possibilita que os computadores leiam textos, ou\u00e7am, interpretem fala e indiquem sentimento.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\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<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Text mining e NLP O que \u00e9 TEXT Mining? Se compreendermos o texto como uma cole\u00e7\u00e3o de documentos n\u00e3o estruturados, e sendo usada para analisar textos e transform\u00e1-los em uma forma mais estruturada a fim de obter insights a partir dela, notaremos que Text Mining \u00e9 uma \u00e1rea da Intelig\u00eancia Artificial que conglomera Ci\u00eancias da &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/dev.wisdomignite.pt\/tmese\/text-mining-e-pln\/\"> <span class=\"screen-reader-text\">Text mining e L.N.P.<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"class_list":["post-355","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/dev.wisdomignite.pt\/tmese\/wp-json\/wp\/v2\/pages\/355","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.wisdomignite.pt\/tmese\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/dev.wisdomignite.pt\/tmese\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/dev.wisdomignite.pt\/tmese\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.wisdomignite.pt\/tmese\/wp-json\/wp\/v2\/comments?post=355"}],"version-history":[{"count":55,"href":"https:\/\/dev.wisdomignite.pt\/tmese\/wp-json\/wp\/v2\/pages\/355\/revisions"}],"predecessor-version":[{"id":695,"href":"https:\/\/dev.wisdomignite.pt\/tmese\/wp-json\/wp\/v2\/pages\/355\/revisions\/695"}],"wp:attachment":[{"href":"https:\/\/dev.wisdomignite.pt\/tmese\/wp-json\/wp\/v2\/media?parent=355"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}