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

Twitter had introduced algorithmic timeline last year that ranked tweets based on relevance

Image
IANS San Francisco
Last Updated : May 10 2017 | 12:46 PM IST

Making a transition from an algorithmic based timeline, micro-blogging site Twitter has started using deep learning, 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.

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.

"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.

Other tech giants like Facebook, Google and Microsoft have previously attempted to improve various products using deep learning based 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.

*Subscribe to Business Standard digital and get complimentary access to The New York Times

Smart Quarterly

₹900

3 Months

₹300/Month

SAVE 25%

Smart Essential

₹2,700

1 Year

₹225/Month

SAVE 46%
*Complimentary New York Times access for the 2nd year will be given after 12 months

Super Saver

₹3,900

2 Years

₹162/Month

Subscribe

Renews automatically, cancel anytime

Here’s what’s included in our digital subscription plans

Exclusive premium stories online

  • Over 30 premium stories daily, handpicked by our editors

Complimentary Access to The New York Times

  • News, Games, Cooking, Audio, Wirecutter & The Athletic

Business Standard Epaper

  • Digital replica of our daily newspaper — with options to read, save, and share

Curated Newsletters

  • Insights on markets, finance, politics, tech, and more delivered to your inbox

Market Analysis & Investment Insights

  • In-depth market analysis & insights with access to The Smart Investor

Archives

  • Repository of articles and publications dating back to 1997

Ad-free Reading

  • Uninterrupted reading experience with no advertisements

Seamless Access Across All Devices

  • Access Business Standard across devices — mobile, tablet, or PC, via web or app

More From This Section

First Published: May 10 2017 | 12:46 PM IST

Next Story