Compute property recommendations: A collaborative filtering approach
alfredomotta.substack.com
In this blog post I'll show how to build a simple recommendation engine for apartments. What are the possible design choices, how to implement them in practice, and how to validate the performance of your system. Introduction At HouseTrip you can find the perfect place for your next holiday over a set of more than 300,000 properties all over the world. Searching inside such a large set of properties can be at time overwhelming, doesn't matter how good the search experience is within your system.
Compute property recommendations: A collaborative filtering approach
Compute property recommendations: A…
Compute property recommendations: A collaborative filtering approach
In this blog post I'll show how to build a simple recommendation engine for apartments. What are the possible design choices, how to implement them in practice, and how to validate the performance of your system. Introduction At HouseTrip you can find the perfect place for your next holiday over a set of more than 300,000 properties all over the world. Searching inside such a large set of properties can be at time overwhelming, doesn't matter how good the search experience is within your system.