item to item collaborative filtering with amazons recommendation system /

Introduction
In making its product recommendations,Amazon makes heavy employ of an item-to-item collaborative filtering approach. This essentially means that for each item X, Amazon builds a neighborhood of related items S(X); whenever you buy/look at an item, or Amazon then recommends you items from that item’s neighborhood …

Source: echen.me