recommender system

1

How we built near real-time “X for you” recommender systems at Bol

At Bol, we have observed a significant increase in engagement and conversion rates since implementing a personalized product feed, prominently featured on customers' homepages as "Top deals for you". Building on this success, we have extended the feed to also include "Top picks for you," and "New for you". These personalized feed systems curate the most relevant items for each customer's homepage using a combination of their recent and historical item interactions.

How we built near real-time “X for you” recommender systems at Bol