Ranking Lodgings: Machine Learning Behind the Booking Exp...

What this episode covers

In this episode, we will explore how Expedia ranks lodging options to optimize both customer experience and business objectives. We will discuss the business problem—how ranking impacts Expedia’s success and the challenges of hotel recommendations. Then, we will break down the data science solution, covering the objective functions, features/signals, machine learning architectures, and the evaluation of the system.For more details, you can refer to their published tech blog, linked here for your reference:https://medium.com/expedia-group-tech/choosing-the-right-candidates-for-lodging-ranking-d0841bf40c0e

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Frequently Asked Questions

How long is this episode of Snacks Weekly on Data Science?

This episode is 10 minutes long.

When was this Snacks Weekly on Data Science episode published?

This episode was published on February 17, 2025.

What is this episode about?

In this episode, we will explore how Expedia ranks lodging options to optimize both customer experience and business objectives. We will discuss the business problem—how ranking impacts Expedia’s success and the challenges of hotel recommendations....

Can I download this Snacks Weekly on Data Science episode?

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