{"version":"1.0","provider_name":"Instituto de Ingenier\u00eda del Conocimiento","provider_url":"https:\/\/www.iic.uam.es\/en","author_name":"Instituto de Ingenier\u00eda del Conocimiento","author_url":"https:\/\/www.iic.uam.es\/en\/author\/andres\/","title":"Predictive Analytics - IIC","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"fp18TNnujd\"><a href=\"https:\/\/www.iic.uam.es\/en\/big-data\/predictive-analytics\/\">Predictive Analytics<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.iic.uam.es\/en\/big-data\/predictive-analytics\/embed\/#?secret=fp18TNnujd\" width=\"600\" height=\"338\" title=\"&#8220;Predictive Analytics&#8221; &#8212; Instituto de Ingenier\u00eda del Conocimiento\" data-secret=\"fp18TNnujd\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/* ]]> *\/\n<\/script>\n","description":"[vc_row type=&#8221;full_width_section&#8221; top_padding=&#8221;-10&#8243;][vc_column width=&#8221;1\/1&#8243;][vc_column_text][\/vc_column_text][\/vc_column][\/vc_row][vc_row top_padding=&#8221;30&#8243;][vc_column width=&#8221;1\/1&#8243;][vc_column_text] What is Predictive Analytics? [\/vc_column_text][vc_column_text]Predictive Analytics provides tools to estimate unknown or uncertain business data, or data demanding a manual or expensive process to be obtained.\u00a0Beyond the strictly pure analysis of historical information performed by descriptive analytics, data predictions performed by predictive analytics support business decisions and allow, among others:[\/vc_column_text][\/vc_column][\/vc_row][vc_row top_padding=&#8221;30&#8243; bottom_padding=&#8221;40&#8243;][vc_column width=&#8221;1\/3&#8243;][\/vc_column][vc_column width=&#8221;1\/3&#8243;][\/vc_column][vc_column width=&#8221;1\/3&#8243;][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;1\/1&#8243;][\/vc_column][\/vc_row][vc_row bg_color=&#8221;#f1f1f1&#8243; text_align=&#8221;center&#8221; top_padding=&#8221;30&#8243; bottom_padding=&#8221;30&#8243;][vc_column width=&#8221;1\/1&#8243;][vc_column_text] How does it work? In order to estimate unknown information, Predictive Analytics uses a series of techniques, among which classification, prediction and segmentation are found: [\/vc_column_text][vc_row_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_column_text] Automatic classification of information. [\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_column_text] Prediction or regression of future values on the basis of historical ones. [\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_column_text] Segmentation of data in order to discover hidden interest groups. [\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row bg_color=&#8221;#2b99cc&#8221; text_color=&#8221;light&#8221; top_padding=&#8221;15&#8243; bottom_padding=&#8221;15&#8243;][vc_column width=&#8221;1\/1&#8243;][vc_raw_html]JTNDcCUyMHN0eWxlJTNEJTIybGluZS1oZWlnaHQlM0ElMjAyOHB4JTNCJTIwZm9udC13ZWlnaHQlM0ElMjAxMDAlM0IlMjBmb250LWZhbWlseSUzQSUyME9wZW4lMjBTYW5zJTNCJTIwZm9udC1zaXplJTNBJTIwMjBweCUzQiUyMHRleHQtYWxpZ24lM0ElMjBjZW50ZXIlM0IlMjIlM0VQcmVkaWN0aXZlJTIwQW5hbHl0aWNzJTIwdXNlcyUyMGNsYXNzaWZpY2F0aW9uJTJDJTIwcHJlZGljdGlvbiUyMGFuZCUyMHNlZ21lbnRhdGlvbiUyMHRlY2huaXF1ZXMuJTNDJTJGcCUzRQ==[\/vc_raw_html][\/vc_column][\/vc_row]"}