Abstract:
A computer system collects user activity data for an online media item. The user activity data includes data for users that are consuming the online media item. The computer system identifies one or more criteria that are associated with the user activity data to use to identify one or more images in the online media item for a thumbnail for the online media item and selects one or more images in the online media item, based on the user activity data, that satisfy the one or more criteria. The computer system recommends the one or more images as the thumbnail for the online media item.
Abstract:
A method includes identifying user activity data of a plurality of users for a first online media item. The user activity data includes a drop-off rate and a consumption rate for the first online media item. The first online media item has a first thumbnail representing the first online media item. The method further includes determining, based on at least one of the drop-off rate or the consumption rate of the first online media item, that a new thumbnail is to be recommended to replace the first thumbnail for the first online media item, selecting the new thumbnail from a plurality of candidate thumbnails, and sending a recommendation of the new thumbnail for the first online media item to a client device of a user associated with the first online media item.