Listings Recommendation

Let’s say that you work for a rental listing website where users find new places to rent.

You have data about the users concerning their demographic information and their interests and another containing houses and apartments to be recommended.

Lastly, you also have topic tags and metadata such as amenities, price, reviews, location, city, location features, etc.

How would you create a recommendation engine using this data for any user looking for a new rental unit?