Improving TripAdvisor Photo Selection With Deep Learning

Gregory Amis posted November 18, 2017
The newly redesigned TripAdvisor.com emphasizes traveler photos throughout the site, but not all of these photos are useful in every situation. Deep Learning networks provide an excellent opportunity for us to improve our users’ experience by highlighting the most attractive and useful photos for varying presentation contexts. This post will discuss our approach for gathering training data, developing a model, and scaling it up to over 110 million photos and…
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No Software Engineers? Sorry, Exactly the Opposite

Jeff Palmucci posted November 8, 2015
This post originally appeared as part of an internal email thread at TripAdvisor. If you do not enjoy ranting on the internet (and if you say you don’t, you are not kidding anyone), please read no further. <rant> So last Friday, Ian Bogost’s post on software engineering appeared on TripAdvisor’s internal humor mailing list, “catbert”. In it, he shares his opinion that software engineers aren’t really engineers proper, because of…
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