Systems and methods of recovering a shared information source can involve identifying a first user of a shared information source in response to detection of a data loss with respect to the shared information source. One or more additional users of the shared information source may be identified based on data associated with the first user. Additionally, the shared information source can be recovered based at least in part on data associated with the one or more additional users.