The language model for information retrieval has statistical background and can adapt previous text information retrieval model. Therefore, this model has attracted much attention in recent years. This retrieval model considers only text information. However, we focus on the Web page retrieval in one of the retrieval tasks. Web pages also have some kind of features, so that we should consider another information for the Web page retrieval. Especially, Web pages consist the hyperlink information that is beneficial information for Web page retrieval. In this paper, we propose new retrieval approach considering a feature of term in neighboring Web pages using the hyperlink information.