{"id":1593,"date":"2019-10-31T12:00:35","date_gmt":"2019-10-31T12:00:35","guid":{"rendered":"https:\/\/www.fidelizarte.pt\/blog\/?p=1593"},"modified":"2019-10-31T12:02:07","modified_gmt":"2019-10-31T12:02:07","slug":"pesquisa-google","status":"publish","type":"post","link":"https:\/\/www.fidelizarte.pt\/blog\/pesquisa-google\/","title":{"rendered":"BERT: novo algoritmo de pesquisa Google"},"content":{"rendered":"\n<p>Uma das maiores fontes de informa\u00e7\u00e3o da Internet \u00e9 a pesquisa do Google, mas, muitas vezes, essa pesquisa n\u00e3o \u00e9 eficiente, porque a base de procura n\u00e3o \u00e9 bem entendida. O Google quer acabar com essa limita\u00e7\u00e3o e prepara-se para uma grande mudan\u00e7a.  <\/p>\n\n\n\n<p>A novidade \u00e9 o algoritmo de pesquisa BERT, sigla para <em>Bidirectional Encoder Representations from Transformers<\/em>. Em resumo, BERT vai ajudar a entender as pesquisas de uma forma mais parecida com os humanos.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>A pesquisa Google vai ser mais inteligente e perceber quest\u00f5es complexas.<\/strong><\/h4>\n\n\n\n<p>At\u00e9 aqui a pesquisa apenas entendia palavras de forma isolada e         sem qualquer contexto, mas esta realidade vai <a href=\"https:\/\/www.blog.google\/products\/search\/search-language-understanding-bert\/\">mudar <\/a>em breve e a pesquisa ser\u00e1 mais capaz e com acesso a muito mais tecnologia. Isso levar\u00e1 a que os resultados sejam mais inteligentes e, principalmente, mais \u00fateis para o utilizador.<\/p>\n\n\n\n<p>Para tal, os mecanismos do Google v\u00e3o passar a conseguir entender frases e n\u00e3o apenas palavras. <\/p>\n\n\n\n<p style=\"text-align:center\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"640\" class=\"wp-image-1595\" style=\"width: 600px\" src=\"https:\/\/www.fidelizarte.pt\/blog\/wp-content\/uploads\/2019\/10\/questoes_pesquisa_google_1.jpg\" alt=\"pesquisa google\" srcset=\"https:\/\/www.fidelizarte.pt\/blog\/wp-content\/uploads\/2019\/10\/questoes_pesquisa_google_1.jpg 1024w, https:\/\/www.fidelizarte.pt\/blog\/wp-content\/uploads\/2019\/10\/questoes_pesquisa_google_1-300x188.jpg 300w, https:\/\/www.fidelizarte.pt\/blog\/wp-content\/uploads\/2019\/10\/questoes_pesquisa_google_1-768x480.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Tratar\u00e1 quest\u00f5es complexas e n\u00e3o apenas palavras.<\/strong><\/h4>\n\n\n\n<p>Isto levar\u00e1 a que os resultados das pesquisas sejam contextualizados e com foco em informa\u00e7\u00e3o mais dirigida e mais \u00fatil para o utilizador, ou seja, os resultados ser\u00e3o mais dirigidos ao que realmente era procurado.<\/p>\n\n\n\n<p>Ao analisar as palavras que est\u00e3o antes e depois de cada elemento consegue correlacionar as ideias e assim ter mais sucesso. Esta tecnologia foi lan\u00e7ada em 2018, quando o Google introduziu, em c\u00f3digo aberto, uma t\u00e9cnica de pr\u00e9-treinamento de processamento de linguagem natural baseada em redes neurais. Ela tinha o nome de Bidirectional Encoder Representations from Transformers.<\/p>\n\n\n\n<p style=\"text-align:left\">Os modelos gerados podiam interpretar o contexto completo de palavras pesquisadas, usando todos os termos. O que \u00e9 particularmente \u00fatil para entender a inten\u00e7\u00e3o por tr\u00e1s da pesquisa. Tamb\u00e9m pode apresentar resultados de mais qualidade para pesquisas com mais palavras \u2013 muito comuns em buscas de voz, por exemplo.<\/p>\n\n\n\n<p style=\"text-align:center\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"625\" class=\"wp-image-1594\" style=\"width: 600px\" src=\"https:\/\/www.fidelizarte.pt\/blog\/wp-content\/uploads\/2019\/10\/google-bert-brazil.jpg\" alt=\"pesquisa google\" srcset=\"https:\/\/www.fidelizarte.pt\/blog\/wp-content\/uploads\/2019\/10\/google-bert-brazil.jpg 1000w, https:\/\/www.fidelizarte.pt\/blog\/wp-content\/uploads\/2019\/10\/google-bert-brazil-300x188.jpg 300w, https:\/\/www.fidelizarte.pt\/blog\/wp-content\/uploads\/2019\/10\/google-bert-brazil-768x480.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n\n\n\n<p>O Google explica que, antes do BERT, o termo \u201cto\u201d (para, em ingl\u00eas) n\u00e3o era totalmente compreendido. Assim, o resultado era o contr\u00e1rio do esperado: dicas para quem ia dos Estados Unidos para o Brasil, quando a inten\u00e7\u00e3o era obter informa\u00e7\u00f5es sobre a ida do Brasil para os Estados Unidos. Ou seja, o BERT ajuda a entender essas nuances. <\/p>\n\n\n\n<p>Inicialmente, apenas as pesquisas em ingl\u00eas ver\u00e3o mudan\u00e7as nos resultados, mas em breve haver\u00e1 roll out para portugu\u00eas. <\/p>\n\n\n\n<p><a href=\"https:\/\/www.fidelizarte.pt\/\">Esperamos <\/a>ansiosos, e voc\u00eas? \ud83d\ude42<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Uma das maiores fontes de informa\u00e7\u00e3o da Internet \u00e9 a pesquisa do Google, mas, muitas vezes, essa pesquisa n\u00e3o \u00e9 eficiente, porque a base de procura n\u00e3o \u00e9 bem entendida. O Google quer acabar com essa limita\u00e7\u00e3o e prepara-se para uma grande mudan\u00e7a. A novidade \u00e9 o algoritmo de pesquisa [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1598,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rop_custom_images_group":[],"rop_custom_messages_group":[],"rop_publish_now":"initial","rop_publish_now_accounts":[],"rop_publish_now_history":[],"rop_publish_now_status":"pending","footnotes":""},"categories":[1],"tags":[],"class_list":["post-1593","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>BERT: novo algoritmo de pesquisa Google | Fidelizarte - Web Solutions<\/title>\n<meta name=\"description\" content=\"Uma das maiores fontes de informa\u00e7\u00e3o da Internet \u00e9 a pesquisa do Google, mas, muitas vezes, essa pesquisa n\u00e3o \u00e9 eficiente, porque a base de procura...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.fidelizarte.pt\/blog\/pesquisa-google\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BERT: novo algoritmo de pesquisa Google | Fidelizarte - 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