Airbnb

Recommending Travel Destinations to Help Users Explore

Airbnb users in the early trip planning stage often lack a clear travel destination, making it difficult to provide relevant recommendations and convert exploratory browsing into bookings.

ml-systems search
5 min
Airbnb

Academic Publications & Airbnb Tech: 2025 Year in Review

Airbnb needed to advance its AI, data science, and machine learning capabilities across multiple domains (NLP, optimization, measurement science) to improve its travel and living platform, requiring solutions to challenges in search ranking, recommendation, experimentation, and large-scale data processing.

ml-systems search
5 min