{"id":12263,"date":"2023-04-07T14:58:25","date_gmt":"2023-04-07T14:58:25","guid":{"rendered":"https:\/\/www.business-ereputation.com\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/"},"modified":"2026-01-12T11:06:36","modified_gmt":"2026-01-12T11:06:36","slug":"como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas","status":"publish","type":"post","link":"https:\/\/www.business-ereputation.com\/pt-pt\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/","title":{"rendered":"Como o Google Maps utiliza a intelig\u00eancia artificial e a aprendizagem autom\u00e1tica para combater as entradas falsas"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p><strong>Na sequ\u00eancia do artigo sobre o <a href=\"https:\/\/blog.google\/products\/maps\/google-maps-fake-contributions-ai-machine-learning\/\" target=\"_blank\" rel=\"noopener\">combate ao spam no google maps<\/a>, pensei em analisar o assunto mais de perto e resumir para ti&#8230;<br \/>\n<\/strong><strong>O Google Maps tornou-se uma ferramenta indispens\u00e1vel para milh\u00f5es de utilizadores em todo o mundo. No entanto, a qualidade das informa\u00e7\u00f5es fornecidas depende em grande medida das contribui\u00e7\u00f5es dos utilizadores. Infelizmente, algumas destas contribui\u00e7\u00f5es podem ser falsas ou maliciosas. Para combater este problema, a Google est\u00e1 a utilizar a intelig\u00eancia artificial (IA) e a aprendizagem autom\u00e1tica para detetar e remover contribui\u00e7\u00f5es falsas.   <\/strong><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">Resumo e conte\u00fado da p\u00e1gina<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.business-ereputation.com\/pt-pt\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/#Mecanismos_de_detecao_de_falsas_contribuicoes\" >Mecanismos de dete\u00e7\u00e3o de falsas contribui\u00e7\u00f5es<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.business-ereputation.com\/pt-pt\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/#Modelos_de_aprendizagem_automatica\" >Modelos de aprendizagem autom\u00e1tica<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.business-ereputation.com\/pt-pt\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/#Analise_de_comportamentos_suspeitos\" >An\u00e1lise de comportamentos suspeitos<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.business-ereputation.com\/pt-pt\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/#Trabalhar_com_parceiros_externos\" >Trabalhar com parceiros externos<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.business-ereputation.com\/pt-pt\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/#Medidas_tomadas_contra_as_contribuicoes_falsas\" >Medidas tomadas contra as contribui\u00e7\u00f5es falsas<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.business-ereputation.com\/pt-pt\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/#Supressao_de_contribuicoes_fraudulentas\" >Supress\u00e3o de contribui\u00e7\u00f5es fraudulentas<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.business-ereputation.com\/pt-pt\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/#Sancoes_para_contribuidores_maliciosos\" >San\u00e7\u00f5es para contribuidores maliciosos<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.business-ereputation.com\/pt-pt\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/#Sensibilizar_e_educar_os_utilizadores\" >Sensibilizar e educar os utilizadores<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.business-ereputation.com\/pt-pt\/como-o-google-maps-utiliza-a-inteligencia-artificial-e-a-aprendizagem-automatica-para-combater-as-entradas-falsas\/#Resultados_obtidos_gracas_a_IA_e_a_aprendizagem_automatica\" >Resultados obtidos gra\u00e7as \u00e0 IA e \u00e0 aprendizagem autom\u00e1tica<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Mecanismos_de_detecao_de_falsas_contribuicoes\"><\/span>Mecanismos de dete\u00e7\u00e3o de falsas contribui\u00e7\u00f5es<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Modelos_de_aprendizagem_automatica\"><\/span>Modelos de aprendizagem autom\u00e1tica<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>A Google desenvolveu modelos de aprendizagem autom\u00e1tica para identificar contribui\u00e7\u00f5es falsas. Estes modelos s\u00e3o treinados em conjuntos de dados que cont\u00eam milh\u00f5es de contribui\u00e7\u00f5es genu\u00ednas e fraudulentas. Como resultado deste treino, os modelos aprendem a reconhecer as carater\u00edsticas distintivas das contribui\u00e7\u00f5es falsas e podem, portanto, detect\u00e1-las com um elevado grau de precis\u00e3o.  <\/p>\n<h3><span class=\"ez-toc-section\" id=\"Analise_de_comportamentos_suspeitos\"><\/span>An\u00e1lise de comportamentos suspeitos<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>O Google Maps tamb\u00e9m analisa o comportamento dos utilizadores para detetar falsas contribui\u00e7\u00f5es. Os algoritmos de dete\u00e7\u00e3o t\u00eam em conta v\u00e1rios factores, como a frequ\u00eancia e o volume das contribui\u00e7\u00f5es, os tipos de contribui\u00e7\u00f5es, a localiza\u00e7\u00e3o geogr\u00e1fica e as intera\u00e7\u00f5es com outros utilizadores. <\/p>\n<h3><span class=\"ez-toc-section\" id=\"Trabalhar_com_parceiros_externos\"><\/span>Trabalhar com parceiros externos<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>A Google trabalha com parceiros externos, como governos e organiza\u00e7\u00f5es n\u00e3o governamentais, para recolher informa\u00e7\u00f5es adicionais sobre contribui\u00e7\u00f5es falsas. Estas parcerias permitem ao Google Maps melhorar a qualidade das informa\u00e7\u00f5es fornecidas e aumentar a confian\u00e7a dos utilizadores. <\/p>\n<h2><span class=\"ez-toc-section\" id=\"Medidas_tomadas_contra_as_contribuicoes_falsas\"><\/span>Medidas tomadas contra as contribui\u00e7\u00f5es falsas<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Supressao_de_contribuicoes_fraudulentas\"><\/span>Supress\u00e3o de contribui\u00e7\u00f5es fraudulentas<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Quando uma contribui\u00e7\u00e3o falsa \u00e9 detectada, \u00e9 automaticamente removida do Google Maps. Desta forma, garante a qualidade e a exatid\u00e3o das informa\u00e7\u00f5es apresentadas na plataforma. <\/p>\n<h3><span class=\"ez-toc-section\" id=\"Sancoes_para_contribuidores_maliciosos\"><\/span>San\u00e7\u00f5es para contribuidores maliciosos<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Os utilizadores identificados como tendo efectuado contribui\u00e7\u00f5es falsas podem ser banidos do Google Maps. Estas san\u00e7\u00f5es s\u00e3o aplicadas para desencorajar comportamentos maliciosos e proteger a comunidade de utilizadores. <\/p>\n<h3><span class=\"ez-toc-section\" id=\"Sensibilizar_e_educar_os_utilizadores\"><\/span>Sensibilizar e educar os utilizadores<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>O Google Maps incentiva os utilizadores a denunciarem contribui\u00e7\u00f5es falsas e realiza campanhas de sensibiliza\u00e7\u00e3o para ajudar os utilizadores a reconhecerem e evitarem informa\u00e7\u00f5es falsas. Al\u00e9m disso, a plataforma oferece forma\u00e7\u00e3o aos utilizadores para os ajudar a tornarem-se contribuidores respons\u00e1veis. <\/p>\n<h3><span class=\"ez-toc-section\" id=\"Resultados_obtidos_gracas_a_IA_e_a_aprendizagem_automatica\"><\/span>Resultados obtidos gra\u00e7as \u00e0 IA e \u00e0 aprendizagem autom\u00e1tica<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Gra\u00e7as \u00e0 utiliza\u00e7\u00e3o da intelig\u00eancia artificial e da aprendizagem autom\u00e1tica, o Google Maps conseguiu reduzir consideravelmente o n\u00famero de falsas contribui\u00e7\u00f5es na sua plataforma. As melhorias nos algoritmos de dete\u00e7\u00e3o aumentaram a precis\u00e3o e a rapidez com que as contribui\u00e7\u00f5es falsas s\u00e3o removidas, garantindo uma experi\u00eancia de qualidade ao utilizador. <\/p>\n<p>A intelig\u00eancia artificial e a aprendizagem autom\u00e1tica s\u00e3o ferramentas poderosas na luta contra as entradas falsas no Google Maps. Atrav\u00e9s da utiliza\u00e7\u00e3o de modelos de aprendizagem autom\u00e1tica, da an\u00e1lise de comportamentos suspeitos e da colabora\u00e7\u00e3o com parceiros externos, o Google Maps consegue garantir a qualidade e a fiabilidade das informa\u00e7\u00f5es apresentadas na sua plataforma. Ao eliminar as contribui\u00e7\u00f5es fraudulentas, punir os contribuidores maliciosos e sensibilizar os utilizadores, o Google Maps continua a melhorar a experi\u00eancia do utilizador e a refor\u00e7ar a confian\u00e7a no seu servi\u00e7o.<\/p>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Na sequ\u00eancia do artigo sobre o combate ao spam no google maps, pensei em analisar o assunto mais de perto e resumir para ti&#8230;<\/p>\n","protected":false},"author":1,"featured_media":12264,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_ayudawp_aiss_exclude":false,"footnotes":""},"categories":[158,140],"tags":[],"class_list":["post-12263","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-google-my-business-pt-pt","category-sem-categoria"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - 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