In this talk we will present a framework for integrating knowledge of a collective and processing the inconsistency. The model for inconsistency of knowledge and knowledge integration using different structures like logical and ontological will also be presented and analyzed. We will show that inconsistency plays an important role in the quality of collective knowledge.