We introduce a class of graphs called an intersecting clustered graph that is a clustered graph with intersections among clusters. We propose a novel method for nicely drawing the graph based on the electric spring model that is force-directed approach. We evaluate the performance of this method through experiments. Then we apply the proposed method to the area of Web Ontology Language.