Abstract: An approach for optimizing storage on a local storage device. The approach identifies a stored or being stored on a user's local storage device. The approach extracts metadata from the media file. The approach searches the user-associated storage locations for a matching media file based on the metadata. If the approach locates the matching media file, then the approach, using artificial intelligence (AI), predicts if the local device storage should be optimized for the media file, then the approach, using AI, stores a link to the matching media file on the local device storage and removes the media file from the local device storage.

Abstract: A computer implemented method, apparatus, system, and computer program product for recommending item attributes. A computer system determines the item attributes in an item profile for an item offered by a seller on an item transaction platform. The computer system identifies interactions between the seller and a potential buyer regarding the item. The computer system determines a set of missing item attributes from the item profile based on the interactions between the seller and the potential buyer. The computer system recommends a set of actions for the set of missing item attributes identified to a seller of the item in a recommendation. The computer system performs a set of actions in the recommendation using the set of missing item attributes in response to a user input from the seller responding to the recommendation.

Abstract: An approach for optimizing storage on a local storage device. The approach identifies a stored or being stored on a user’s local storage device. The approach extracts metadata from the media file. The approach searches the user-associated storage locations for a matching media file based on the metadata. If the approach locates the matching media file, then the approach, using artificial intelligence (AI), predicts if the local device storage should be optimized for the media file, then the approach, using AI, stores a link to the matching media file on the local device storage and removes the media file from the local device storage.