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In this paper, we present an approach for incorporating fuzzy and imprecise data in XML documents. We describe the ways to introduce fuzziness using both possibility theory and similarity relations. We then show how to map the data from a fuzzy relational database into a fuzzy XML document, with the corresponding XML schema. This approach will aid in liberating the data stored in fuzzy relational databases onto the web as fuzzy XML documents.