Predict Booking Cancellations with Survival Modeling [Booking.com]

Episode 85 of the Snacks Weekly on Data Science podcast, hosted by Pan Wu, titled "Predict Booking Cancellations with Survival Modeling [Booking.com]" was published on May 12, 2025 and runs 8 minutes.

May 12, 2025 ·8m · Snacks Weekly on Data Science

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Summary

In this episode, we explore how Booking.com tackled the challenge of predicting reservation cancellations in an ever-changing travel landscape. By shifting from a traditional classification model to a survival modeling approach, the team developed more time-sensitive and flexible predictions that better support their business needs and decision-making.For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/airbnb-engineering/personal-data-classification-2d816d8ea516

Episode Description

In this episode, we explore how Booking.com tackled the challenge of predicting reservation cancellations in an ever-changing travel landscape. By shifting from a traditional classification model to a survival modeling approach, the team developed more time-sensitive and flexible predictions that better support their business needs and decision-making.

For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/airbnb-engineering/personal-data-classification-2d816d8ea516

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