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<?xml version="1.0" standalone="yes"?> <Paper uid="W02-1820"> <Title>A Knowledge-based Approach to Text Classification</Title> <Section position="5" start_page="2" end_page="2" type="concl"> <SectionTitle> 4. Conclusion </SectionTitle> <Paragraph position="0"> This paper presented a simple and effective approach to topic automatic identification. We use the topic identification approach for the task of text classification. The results of experiment show that a good precise and recall percent are achieved. In fact the topic identification approach called FIFA could be used not only as a stand-alone topic identification unit, but also in other text processing tasks such as text summarization, information retrieval, information routing etc.</Paragraph> </Section> class="xml-element"></Paper>