The objective of this paper is to set the research agenda for a workshop focusing on novel approaches to supporting trust, collaboration, and compliance in social systems. Suggested approaches are: self-awareness, reparative and social recommender mechanisms. Keywords Trust, Collaboration, Cooperation, Novel mechanisms ACM Classification Keywords H5.3: Group and Organization Interfaces: CSCW