Imagine you are responsible for developing the TikTok ForYou page recommendation system, which suggests the next video for users to watch.
Assuming the use of a collaborative filtering recommendation model, what features, including those that are engineered, would you consider incorporating into your model?
Additionally, how would you go about testing and validating this model?