Overview Notions of community quality underlie the clustering of networks. While studies surrounding network clustering are increasingly common, a precise understanding of the realtionship between different cluster quality metrics is unknown. In this paper…

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…

Co-authors: Tim Jurka, Souvik Ghosh and Pete Davies

Co-authors: Pujita Mathur, Dylan Gattey, James Ging, Shane Hill, Kelly Hosokawa, Kyle Huynh, Gevorg Kurghinyan, Navya Sruti Sirugudi, and Louis Xu

As members explore the many products of LinkedIn, including the feed, homepage, Learning, Recruiter, and Sales Navigator, to name a few, they often experience new exciting features, which, from time to time, may lead to questions around use. To help our members…

As you casually scroll through a news feed, you may “like” a post here and there. “Liking” has become so second-nature that we don’t often think about what happens the minute you hit that “like” button. When we began considering building out our “likes” feature…

Co-authors: Xi Chen, Yiqun Liu, Liang Zhang, and Krishnaram Kenthapadi

LinkedIn’s Economic Graph team partners with world leaders to analyze labor markets and recommend policy solutions to prepare the global workforce for the jobs of the future.

Предисловие На просторах интернета имеется множество туториалов объясняющих принцип работы LDA(Latent Dirichlet Allocation — Латентное размещение Дирихле) и то, как применять его на практике. Примеры...

Michael Bernstein is a Professor of Computer Science at Stanford University. He studies human-computer interaction and the design of social computing systems.