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<Paper uid="W06-0304">
  <Title>User-directed Sentiment Analysis: Visualizing the Affective Content of Documents</Title>
  <Section position="8" start_page="29" end_page="29" type="concl">
    <SectionTitle>
6 Conclusion
</SectionTitle>
    <Paragraph position="0"> We have developed a measurement and visualization approach to affect that we expect to be useful in the context of the IN-SPIRE text analysis toolkit. Our innovations include the flexibility of the lexicons used, the measurement options, the bootstrapping method and utility for lexicon development, and the visualization of affect using rose plots and interactive exploration in the context of an established text analysis toolkit.</Paragraph>
    <Paragraph position="1"> While the case study presented here was conducted in English, all tools described are language independent and we have begun exploring and creating lexicons of affect bearing words in multiple languages.</Paragraph>
  </Section>
class="xml-element"></Paper>