Feed Personalization Articles

  • FollowFeed-flow

    Auditing Content Features in FollowFeed

    August 27, 2019

    The LinkedIn feed relies on a ranked list of the most relevant content for a member. More than 80% of the feed is organic content created by people, companies, or groups that a member is following; the rest consists of recommendations such as jobs, articles, or ads. All organic content in the Linkedin feed is powered by FollowFeed. FollowFeed has two main...

  • FollowFeed-architecture

    Community-Focused Feed Optimization

    June 25, 2019

    Co-authors: Ali Mohamed and Zheng Li   LinkedIn’s feed stands at the center of building global professional knowledge-sharing communities for our members. Members talk about their career stories, job openings, and ideas in a variety of formats, including links, video, text, images, documents, and long-form articles. Members participate in conversations in two...

  • post-example-screenshot

    Communities AI: Building Communities Around Interests on LinkedIn

    June 24, 2019

    At LinkedIn, our mission is to connect the world’s professionals to make them more productive and successful. Part of the way we achieve this goal is by providing a platform where communities connected by common interests or shared experiences can form. Several features—for instance, Groups—help foster the growth of these communities. However, an integral tool...

  • creatoroptimization1

    Spreading the Love in the LinkedIn Feed with Creator-Side...

    October 16, 2018

    Co-authors: Bonnie Barrilleaux and Dylan Wang Our 567M members use the LinkedIn feed to talk to each other a lot: more than a million...

  • Combining LinkedIn’s Content Filtering and Microsoft...

    July 30, 2018

    In a previous blog post, we described how a combination of human and machine intelligence keeps LinkedIn’s feed professionally...

  • linkedin-feed-AI-1

    A Look Behind the AI that Powers LinkedIn’s Feed: Sifting...

    March 29, 2018

    Co-authors: Tim Jurka, Souvik Ghosh and Pete Davies Overview At LinkedIn, our mission is to connect the world’s professionals to make...