How Recommendation Systems Work At Netflix and Youtube: A Review of Candidate Generation, Ranking, Multitask Objectives and Responsible Personalization
Streaming platforms such as Netflix and YouTube offer catalogues far larger than any user can browse, and most of what people watch is chosen from personalized recommendations. This paper explains how these industrial recommendation systems work, based on published research from the platforms and the wider community. I...