comscore Twitter uses AI-based deep learning to recommend tweets on timelines

Twitter uses AI-based deep learning to recommend tweets on timelines

Twitter now using AI and deep learning to suggest tweets on timelines.

  • Published: May 10, 2017 3:27 PM IST

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 timelines. Twitter had introduced algorithmic timeline last year that ranked tweets based on relevance instead of them being in reverse chronological order. Also Read - Twitter fixes disappearing tweets issue for iOS users: Know details

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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.

The company is evaluating and scoring thousands of tweets per second to determine what s 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, Twitter s software engineers said in a blog post. ALSO READ: Twitter adds two-factor authentication for third-party apps, ability to mute offensive posts and more

Other tech giants like Facebook, Google and Microsoft have previously attempted to improve various products using deep learning, a trendy type of AI. Before putting the deep learning system into production recently, Twitter was using less computationally intensive machine learning methods such as decision trees and logistical regression, the software engineers stated.

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  • Published Date: May 10, 2017 3:27 PM IST

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