In this investigation we propose a novel summarization method of Web pages using hierarchical expression. We discuss close relationship between summarization and hierarchical clustering to obtain the results, and we examine how to evaluate hierarchical summarization based on both correlation and structural aspects. We describe some experimental results using NTCIR Web documents to examine our method.