Why would you recommend me that!?

Abstract

With so many advances in machine learning recently, it's not unreasonable to ask: why aren't my recommendations perfect by now? Aish provides a walkthrough of the open problems in the area of recommender systems, especially as they apply to Netflix's personalization and recommender algorithms. He also provides a brief overview of recommender systems, and sketches out some tentative solutions for the problems he presents.