knowledge graph Articles

  • From the Economic Graph to Economic Insights: Building the Infrastructure for Delivering Labor Market Insights from LinkedIn Data

    June 2, 2023

    Authors: Dr. Patrick Driscoll and Akash Kaura LinkedIn’s vision is to create economic opportunity for every member of the global workforce. Since its inception in 2015, the Economic Graph Research and Insights (EGRI) team has worked to make this vision a reality by generating labor market insights such as: Real-time economic and workforce intelligence & insights...

  • How LIquid Connects Everything So Our Members Can Do Anything

    May 2, 2023

    Imagine a tool that can store and connect all the information you need to make decisions and solve problems. Most people would say it’s nice to think about, but not yet possible. The good news is this tool already exists - and it’s called a graph database. At LinkedIn, technologies like graph databases are essential to powering today's platform, while being...

  • Based in Silicon Valley, Priya serves on LinkedIn Engineering’s Technical Program Management (TPM) team, supporting our large-scale, AI and Knowledge Graph programs. A mom of two and co-founder of a dance nonprofit, she spotlights for us the TPM specialty at LinkedIn, her transition from product manager to TPM, the transition from contractor to full-time, and...

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    Completing a member knowledge graph with Graph Neural...

    December 1, 2021

    Co-authors: Jaewon Yang, Jiatong Chen, and Yanen Li Introduction LinkedIn members are able to enrich their profiles with information...

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    LIquid: The soul of a new graph database, Part 2

    September 16, 2020

    Co-authors: Scott Meyer, Andrew Carter, and Andrew Rodriguez Editor’s note: This is the second part of a two-part blog series. Part 1...

  • liquid-the-soul-of-a-new-graph-database

    LIquid: The soul of a new graph database, Part 1

    July 23, 2020

    Co-authors: Scott Meyer, Andrew Carter, and Andrew Rodriguez Editor’s note: In this two-part blog series, we introduce LIquid, a new...