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text: The quest of Dailymotion to deliver an intelligent video recommendation engine providing a curated selection of videos to its users started with a need to present more relevant videos to the first-time users of the platform (cold start problem) and implement an ideal home feed experience to allow users to watch videos that are expected to be relevant, diverse, explainable, and easily tunable.This goal accounted for their efforts focused on Optimizing Video Recommender for Dailymotion’s Home Feed back in the time.