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OFAI-TR-98-29 ( 29kB g-zipped PostScript file,  300kB PDF file)

Using Links for Classifying Web-pages

Johannes Fürnkranz

In this paper, we report on a systematic set of experiments that explore the utility of making use of such structural information. Our working hypothesis is that (at least in some domains) it is easier to classify hypertext pages using information provided on pages that point to a page instead of using information that is provided on the page itself. We present a set of experiments that confirm this hypothesis on a set of Web-pages that relate to Computer Science Departments.

Keywords: Text Categorization, Rule Learning, WWW, Hyperlinks

Citation: Fürnkranz J.: Using Links for Classifying Web-pages, Austrian Research Institute for Artificial Intelligence, Vienna, TR-98-29, 1998.