{"id":4214,"date":"2017-05-10T16:38:14","date_gmt":"2017-05-10T16:38:14","guid":{"rendered":"http:\/\/kt10.khaleejtimes.ae\/?p=4214"},"modified":"2017-05-10T16:38:14","modified_gmt":"2017-05-10T16:38:14","slug":"twitter-uses-deep-learning-recommend-tweets-timelines","status":"publish","type":"post","link":"https:\/\/kt10.khaleejtimes.ae\/index.php\/2017\/05\/10\/twitter-uses-deep-learning-recommend-tweets-timelines\/","title":{"rendered":"Twitter uses deep learning to recommend tweets on timelines"},"content":{"rendered":"<p>Making a transition from algorithmic timeline, micro-blogging site Twitter has started using deep learning, a trendy type of artificial intelligence (AI) to recommend certain tweets on its 328 million monthly active users\u2019 timelines.<!--more--><br \/>\nTwitter had introduced algorithmic timeline last year that ranked tweets based on relevance instead of them being in reverse chronological order.<\/p>\n<p>Twitter has brought on people who are talented in this area through acquisitions of companies and it has open-sourced some of its deep learning software, CNBC reported on Tuesday.<\/p>\n<p>\u201cThe company is evaluating and scoring thousands of tweets per second to determine what\u2019s worth recommending in timelines, taking into consideration an increasing number of factors, including whether tweets contain images or videos, the number of retweets and likes, and your previous interactions with other account holders,\u201d Twitter\u2019s software engineers said in a blog post.<\/p>\n<p>Other tech giants like Facebook, Google and Microsoft have previously attempted to improve various products using deep learning, a trendy type of AI.<\/p>\n<p>\u201cBefore putting the deep learning system into production recently, Twitter was using less computationally intensive machine learning methods such as decision trees and logistical regression,\u201d the software engineers stated.<\/p>\n<p><em><strong>IANS<\/strong><\/em><\/p>\n<p><em><strong>Picture source: Alamy images<\/strong><\/em><\/p>\n<p><em><strong>Picture used for illustrative purposes alone<\/strong><\/em><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Making a transition from algorithmic timeline, micro-blogging site Twitter has started using deep learning, a trendy type of artificial intelligence (AI) to recommend certain tweets on its 328 million monthly active users\u2019 timelines.<\/p>\n","protected":false},"author":7,"featured_media":4215,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[31,108],"tags":[],"_links":{"self":[{"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/posts\/4214"}],"collection":[{"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/comments?post=4214"}],"version-history":[{"count":1,"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/posts\/4214\/revisions"}],"predecessor-version":[{"id":4216,"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/posts\/4214\/revisions\/4216"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/media\/4215"}],"wp:attachment":[{"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/media?parent=4214"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/categories?post=4214"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kt10.khaleejtimes.ae\/index.php\/wp-json\/wp\/v2\/tags?post=4214"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}