Large-scale Recommendation System In Production

Recommendation systems are critical to the success of today's online commercial platforms.

On some of the largest commercial platforms, recommendations account for as much as 30% of the revenue. A 1% improvement in the quality of recommendations can translate into billions of dollars in revenue.

I've tried the more traditional content-based and collaborat…