How do recommendation systems work?

Question

I\'ve always been curious as to how these systems work. For example, how do netflix or Amazon determine what recommendations to make based on past purchases and/or ratings?

Answer 1

One technique is to group users into clusters and recommend products from other users in the same cluster.