{"id":2747,"date":"2013-12-04T13:31:18","date_gmt":"2013-12-04T13:31:18","guid":{"rendered":"http:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=2747"},"modified":"2013-12-04T13:32:02","modified_gmt":"2013-12-04T13:32:02","slug":"3-ways-that-predictive-analytics-help-travel-companies-improve-planning","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/3-ways-that-predictive-analytics-help-travel-companies-improve-planning\/2747\/","title":{"rendered":"3 Ways That Predictive Analytics Help Travel Companies Improve Planning"},"content":{"rendered":"While heaps of big data exist in the travel sector &#8211; from how seasonality affects bookings to the types of travel packages that receive the highest conversion rates among consumers &#8211; leveraging some of the more unstructured streams into effective predictive modeling can be a challenge. Increasing profitability in this complex industry requires significant legwork on the part of businesses as well &#8211; being in the right place at the right time is essential. While many travelers do significant research on their destination and planned visit, less attention is often paid to logistics. Travelers are likely to have <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/3-ways-that-predictive-analytics-help-travel-companies-improve-planning\/2747\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>While heaps of big data exist in the travel sector &#8211; from how seasonality affects bookings to the types of travel packages that receive the highest conversion rates among consumers &#8211; leveraging some of the more unstructured streams into effective predictive modeling can be a challenge. Increasing profitability in this complex industry requires significant legwork [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2748,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11,48],"tags":[8,236],"class_list":["post-2747","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry-news","category-left-hand","tag-predictive-analytics","tag-travel"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/2747","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=2747"}],"version-history":[{"count":2,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/2747\/revisions"}],"predecessor-version":[{"id":2750,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/2747\/revisions\/2750"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media\/2748"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=2747"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=2747"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=2747"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}