08 / 09PremiumRecommendations
Similar Listings
Show listings similar to the one a guest is viewing, using learned listing embeddings and real-time availability filters.
- Read time
- 9 min
- Diagrams
- 2 architecture
- Key metric
- Booking rate
- Difficulty
- Medium
Listing embeddingsSiamese networkANN search
Step 01 · Problem statement
Interviewer
What is the core problem a Similar Listings on Vacation Rental Platforms system aims to solve, and why is it important for platforms like Airbnb?
What's inside this design
- 01Problem Statement
- 02Identify Metrics
- 03Train and Evaluate Model
- 04Design the System
- 05Scale the Design
- 2 architecture diagrams