LinkedIn is a case study in terms of how its newsfeed has evolved over the years. Recently, a major update was rolled out; here's how it works
’s feed has come a long way since the early days of assembling the machine-learning infrastructure that powers it. Recently, a major update to this infrastructure was released. We caught up with the people behind it to discuss how the principle of being people-centric translates to technical terms and implementation.
The model is trying to predict a set of likelihood of responses such as the likelihood of starting a conversation or the likelihood of performing certain actions on a particular post. Previously, LinkedIn transitioned its ranking from a linear-based model to a deep learning / neural network-based model. Zhu noted that the deep learning model is more effective because it introduces non-linearities through activation functions.
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