Abstract: A system to output a recommended image for publication is provided. The system includes an image datastore to maintain images tagged with content tags and a content submission datastore to maintain a content submission. The system further includes a network interface to monitor a media feed containing trending metadata tags. The system further includes a controller to match a particular trending metadata tag to a particular image in the image datastore based on an opportunity score. The opportunity score based on at least similarity of a content tag of the particular image to the particular trending metadata tag, and an indication of popularity of the particular trending metadata tag. The controller is further to output the particular image as a recommended image to be used for publication with the content submission.

Abstract: Examples include a non-transitory machine-readable storage medium having stored thereon machine-readable instructions executable to cause a processing resource to monitor sensory inputs related to a device, monitor a first maintenance intervention related to the device, store data relating to the monitored sensory inputs and the first maintenance intervention in a centralized database, and predict a second maintenance intervention based on the data stored in the centralized database.

Abstract: Example implementations relate to printing device component status classification. Some examples include a non-transitory machine-readable medium containing instructions executable by a processor to cause the processor to generate a plurality of statistical features corresponding to an event code associated with a particular component of a printing device using retrieved event log data of the printing device, classify a status of the particular component using a classifier resulting from a machine learning mechanism applied to the plurality of statistical features, and perform an action associated with the particular component based on the classified status.

Abstract: Examples include a non-transitory machine-readable storage medium having stored thereon machine-readable instructions executable to cause a processing resource to monitor sensory inputs related to a device, monitor a first maintenance intervention related to the device, store data relating to the monitored sensory inputs and the first maintenance intervention in a centralized database, and predict a second maintenance intervention based on the data stored in the centralized database.