Abstract: In general, embodiments of the present invention provide methods, apparatuses, systems, computing devices, and/or the like that are configured to enable effective and efficient predictive document recommendation in collaborative document server systems. In one example, a method comprises generating a recommended collaborative document set for a primary collaborative document using a cross-document correlation model that is characterized by a temporally correlated document viewing sequence set and a cross-user correlation model that is characterized by a qualifying user relationship set.