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The structure of the web is increasingly being used to improve organization, search, and analysis of information on the web. For example, Google uses the text in citing documents (documents that link to the target document) for search. We analyze the relative utility of document text, and the text in citing documents near the citation, for classification and description. Results show that the text in citing documents, when available, often has greater discriminative and descriptive power thandoi:10.1145/511446.511520 dblp:conf/www/GloverTLPF02 fatcat:7vyz36sjjrfxrevtcc42yhykxi