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Dailymotion is a video platform that hosts hundreds of millions of videos which are watched every day by millions of users. Given the size of our catalog, being able to select automatically the best videos to recommend to our users is crucial in order to engage them and drive our growth. One of the most crucial spaces where recommendation plays a great role is the “video page” where the main video is followed by a selection of related videos. We call this algorithm “video to video”.

In the past, we relied heavily on external providers that provided our entire “video to video” stack. Although they were producing fairly relevant recommendations, we felt that we could do better on two specific…

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