ylliX - Online Advertising Network

Building a User Signals Platform at Airbnb

How Airbnb built a stream processing platform to power user personalization. By: Kidai Kwon, Pavan Tambay, Xinrui Hua, Soumyadip (Soumo) Banerjee, Phanindra (Phani) Ganti Understanding user actions is critical for delivering a more personalized product experience. In this blog, we will explore how Airbnb developed a large-scale, near real-time stream processing platform for capturing and […]

Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning

How Airbnb leverages machine learning and reinforcement learning techniques to solve a unique information retrieval task in order to provide guests with unique, affordable, and differentiated accommodations around the world. By: Dillon Davis, Huiji Gao, Thomas Legrand, Weiwei Guo, Malay Haldar, Alex Deng, Han Zhao, Liwei He, Sanjeev Katariya Airbnb has transformed the way people […]

Why Did New York City Ban Airbnb

NYC vs. Airbnb: A Love-Hate Relationship New York City, the city that never sleeps, has always been a hub for travelers. From its iconic skyline to its vibrant culture, the Big Apple has something for everyone. But recently, the city has been making headlines for a less glamorous reason: its crackdown on Airbnb. Why the […]