For interval multiple attribute group decision making problems, in which all attribute weights and attribute values are interval numbers, an approach based on CC-OWG operator is developed. This method deals with interval attribute weights by using continuous interval argument OWA (C-OWA) operator, and aggregates interval attribute values by using combined continuous interval argument OWG (CC-OWG) operator. Finally, an illustrative example shows the feasibility and effectiveness of this method.