Personalized recommendation based on hierarchical interest overlapping community.

•Content-based and structured-based interest closenesses build multi-granularity subject similarity between users.•Hierarchical interest overlapping community is detected by considering the interest linkage density.•Memberships of a community are used to predict the preferences of target user.