A method and apparatus for recommending artifacts based on collaboration events in a collaborative environment comprising inferring, based on dynamic interaction, a group of close collaborators for a current user from at least one collaboration event, suggesting relevant artifacts based on one or more interaction patterns of the inferred group of close collaborators and grouping the suggested relevant artifacts into one or more high-level explanations for the current user based on the at least one collaboration event.