Fuzzy answer set programming (FASP) is a framework for declarative reasoning with expert knowledge in domains where gradations play a central role. The goal of this project is to extend the foundations of FASP to make it suitable for reasoning about the kind of imperfect knowledge that can be automatically extracted from web 2.0 systems.