Real world applications are often complex systems where several ways of analyzing a given situation can be expressed, depending on actors' viewpoints. This paper proposes a semantically sound extension to Conceptual Graphs, namely Conceptual Graphs Assemblies (CGAs), that allows the representation of multiple viewpoints on the same situation.