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Order-Wise Correlation Dynamics in Text Data

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Abstract

We applied information geometry to treat the correlation beyond second order in network co-word analysis. We also defined the meta-level dynamics of these correlations based on all hierarchical combination of the variables, in order to encompass all possible relations. The result shows a rich variety of dynamics depending both on the order of correlation and the order of meta-level dynamics.

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© 2009 Springer-Verlag Berlin Heidelberg

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Funabashi, M., Chavalarias, D., Cointet, JP. (2009). Order-Wise Correlation Dynamics in Text Data. In: Fortunato, S., Mangioni, G., Menezes, R., Nicosia, V. (eds) Complex Networks. Studies in Computational Intelligence, vol 207. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-01206-8_14

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  • DOI: https://doi.org/10.1007/978-3-642-01206-8_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-01205-1

  • Online ISBN: 978-3-642-01206-8

  • eBook Packages: EngineeringEngineering (R0)

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