{"id":9829,"date":"2016-06-14T17:34:21","date_gmt":"2016-06-14T15:34:21","guid":{"rendered":"https:\/\/internetrepublica.com\/?p=9829"},"modified":"2016-08-16T13:05:36","modified_gmt":"2016-08-16T11:05:36","slug":"machine-learning-seo","status":"publish","type":"post","link":"https:\/\/internetrepublica.com\/blog\/machine-learning-seo\/","title":{"rendered":"Machine Learning y SEO: Funcionamiento, aplicaciones y APIs"},"content":{"rendered":"<p>Poco a poco el <strong>Machine Learning<\/strong> o <strong>aprendizaje autom\u00e1tico<\/strong> empieza a hacerse eco en el mundo del SEO, y aunque todav\u00eda\u00a0no existen muchos desarrollos al respecto, cada vez m\u00e1s empresas y SEOs empiezan a adentrarse en las posibilidades que ofrece esta pr\u00e1ctica para explorar y analizar de una forma m\u00e1s eficaz el BIG DATA.<\/p>\n<p>El <strong>BIG DATA<\/strong> corresponde a la tecnolog\u00eda de recolecci\u00f3n de una cantidad elevada de datos para posteriormente realizar un an\u00e1lisis y definir una estrategia en base a los objetivos de una entidad. La problem\u00e1tica se presenta en c\u00f3mo recolectar estos datos, y sobre todo en c\u00f3mo analizarlos posteriormente, ya que hablamos de una gran cantidad de informaci\u00f3n. De aqu\u00ed parte el Machine learning.<\/p>\n<p>El <strong>Machine learning<\/strong> podr\u00eda definirse como un sistema por el cual se pretenden crear procesos autom\u00e1ticos de manera que la m\u00e1quina aprenda de los patrones que se repitan a trav\u00e9s de millones de datos y consiga dar predicciones sobre comportamientos futuros.<\/p>\n<p>En la \u00faltima celebraci\u00f3n del <strong>Brighton SEO 2016<\/strong>, <strong>Jan Willem Bobbink<\/strong> pon\u00eda como ejemplo la siguiente tarea:<\/p>\n<p>Teniendo los datos sobre el precio de las casas de los \u00faltimos 50 a\u00f1os en Munich, se podr\u00eda definir un proceso de machine learning que realice una predicci\u00f3n de cu\u00e1les ser\u00e1n los precios m\u00e1s recomendables para la venta de casas en Munich en el futuro.<\/p>\n<p>Aqu\u00ed entrar\u00eda en juego el Machine Learning, que utilizar\u00eda los datos de precios de ventas de los \u00faltimos 50, generando patrones de comportamiento de compra repetidos entre los millones de datos para poder hacer una predicci\u00f3n de precio adecuada.<\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/media.giphy.com\/media\/l3E6M20qpv6b46Jzy\/giphy.gif\" alt=\"BIG DATA\" width=\"500\" height=\"249\" \/><\/p>\n<p><span style=\"color: #ff9900;\">El objetivo del Machine Learning no es dar la respuesta perfecta, sino que intenta responder con la mejor opci\u00f3n\u00a0posible seg\u00fan los datos obtenidos.<\/span><\/p>\n<ul>\n<li><strong>\u00bfC\u00f3mo aplicar el Machine Learning al SEO?<\/strong><\/li>\n<\/ul>\n<p>Imaginaos las posibilidades del Machine Learning aplicado a procesos de compra de los usuarios en tienda online. Podr\u00edan predecirse patrones de comportamiento y definir as\u00ed estrategias de SEO enfocadas en conseguir el mayor porcentaje de conversiones y visibilidad posibles.<\/p>\n<p>Un ejemplo\u00a0de las posibilidades de <strong>Machine Learning y SEO<\/strong> ser\u00eda scrapear los datos de cr\u00edticas de hoteles definiendo el comportamiento del usuario (qu\u00e9 es lo que m\u00e1s le gusta al usuario y qu\u00e9 aspectos no les gustan de los hoteles) a trav\u00e9s de millones de cr\u00edticas para mejorar el proceso de compra o bien los servicios ofertados. Por ejemplo:<\/p>\n<ul>\n<li>Captar los principales sentimientos y preocupaciones relevantes para el usuario para generar y mejorar el enlazado interno del site del hotel.<\/li>\n<li>Extraer los datos y procesarlos teniendo en cuenta el tiempo en que se producen para predecir comportamientos futuros y generar landing pages para ello.<\/li>\n<\/ul>\n<p>Este tipo de estrategias ya se utilizan actualmente con el an\u00e1lisis de datos de los usuarios, pero la diferencia es que con el Machine Learning el procesamiento de los datos se har\u00eda a una gran escala imposible o dif\u00edcilmente replicable por una sola persona, adem\u00e1s genera un proceso de aprendizaje sobre los datos que hacen depurar de manera m\u00e1s eficaz los resultados obtenidos.<\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/media.giphy.com\/media\/FrnpqArQZtti8\/giphy.gif\" alt=\"Machine Learning\" width=\"500\" height=\"245\" \/><\/p>\n<p>Aqu\u00ed te dejamos algunos <strong>documentos sobre Machine Learning<\/strong> que pueden interesarte:<\/p>\n<p><a href=\"http:\/\/www.cs.cmu.edu\/~tom\/10601_fall2012\/lectures.shtml\">http:\/\/www.cs.cmu.edu\/~tom\/10601_fall2012\/lectures.shtml<\/a><\/p>\n<p><a href=\"http:\/\/pdf.th7.cn\/down\/files\/1312\/machine_learning_for_hackers.pdf\">http:\/\/pdf.th7.cn\/down\/files\/1312\/machine_learning_for_hackers.pdf<\/a><\/p>\n<p><a href=\"https:\/\/work.caltech.edu\/telecourse.html\">https:\/\/work.caltech.edu\/telecourse.html<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>Y si quieres pasar a la acci\u00f3n, aqu\u00ed tienes un listado de <strong>50 APIs para Machine Learning<\/strong>:<\/p>\n<p><a href=\"http:\/\/blog.mashape.com\/list-of-50-machine-learning-apis\/\">http:\/\/blog.mashape.com\/list-of-50-machine-learning-apis\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Poco a poco el Machine Learning o aprendizaje autom\u00e1tico empieza a hacerse eco en el mundo del SEO, y aunque todav\u00eda\u00a0no existen muchos desarrollos al&#8230;<\/p>\n","protected":false},"author":15,"featured_media":59659,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[119],"tags":[190,205,267,420],"class_list":["post-9829","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-seo","tag-big-data","tag-brightonseo","tag-destacado","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning y SEO: Funcionalidades y aplicaciones<\/title>\n<meta name=\"description\" content=\"Te contamos qu\u00e9 es el machine learning, c\u00f3mo funciona y sus aplicaciones en SEO. 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