PENDING
Please predict whether this patent is acceptable.PATENT ABSTRACT: Approaches presented herein enable identification of an owner of a misplaced item. More specifically, an owner identification system receives information about an item from a finder of the item and generates, based on the information, a found item profile including characteristics historically associated with typical owners of such an item. The system generates a set of profiles of user preferences based on social media activity of the users and determines, based on a comparison of the found item profile with the user preferences profile, a likelihood that the user is the owner of the item. Based on this determination, the finder of the item can be notified of an identification of a potential owner. Successful matches between found items and their owners can be entered into a cognitive learning system to improve future outcomes.