Methods, computer program products, and system are presented. The methods include, for instance: identifying, by one or more processor, a current task, obtaining, by the one or more processor, an indicator of a commencement of a switching event, where the switching event includes a transition originating from the current task and concluding at a new task, obtaining, by the one or more processor, behavior analysis data relating to a plurality of past switching events, where each past switching event includes a transition originating from the current task and concluding at a target task. The behavior analysis data includes a timestamp for each past switching event. The method also includes determining, by the one or more processor, based on the behavior analysis data, at least one recommended task, where the at least one recommended task includes at least one target task.