Conceptual Recurrence Plots: Revealing Patterns in Human Discourse

@article{Angus2012ConceptualRP,
  title={Conceptual Recurrence Plots: Revealing Patterns in Human Discourse},
  author={D. Angus and Andrew E. Smith and J. Wiles},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2012},
  volume={18},
  pages={988-997}
}
  • D. Angus, Andrew E. Smith, J. Wiles
  • Published 2012
  • Computer Science, Medicine
  • IEEE Transactions on Visualization and Computer Graphics
  • Human discourse contains a rich mixture of conceptual information. Visualization of the global and local patterns within this data stream is a complex and challenging problem. Recurrence plots are an information visualization technique that can reveal trends and features in complex time series data. The recurrence plot technique works by measuring the similarity of points in a time series to all other points in the same time series and plotting the results in two dimensions. Previous studies… CONTINUE READING
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    References

    SHOWING 1-10 OF 19 REFERENCES
    Recursive pattern: a technique for visualizing very large amounts of data
    • 257
    • PDF
    Discourse as Data: A Guide for Analysis
    • 1,042
    An introduction to latent semantic analysis
    • 3,310
    • PDF
    Dotplot : a program for exploring self-similarity in millions of lines of text and code
    • 151
    • PDF
    Similarity patterns in language
    • Jonathan Helfman
    • Computer Science
    • Proceedings of 1994 IEEE Symposium on Visual Languages
    • 1994
    • 24
    • PDF
    Dynamical assessment of physiological systems and states using recurrence plot strategies.
    • 1,146
    Arc diagrams: visualizing structure in strings
    • M. Wattenberg
    • Computer Science
    • IEEE Symposium on Information Visualization, 2002. INFOVIS 2002.
    • 2002
    • 252
    • PDF