Literature DB >> 22753514

On the origin of long-range correlations in texts.

Eduardo G Altmann1, Giampaolo Cristadoro, Mirko Degli Esposti.   

Abstract

The complexity of human interactions with social and natural phenomena is mirrored in the way we describe our experiences through natural language. In order to retain and convey such a high dimensional information, the statistical properties of our linguistic output has to be highly correlated in time. An example are the robust observations, still largely not understood, of correlations on arbitrary long scales in literary texts. In this paper we explain how long-range correlations flow from highly structured linguistic levels down to the building blocks of a text (words, letters, etc..). By combining calculations and data analysis we show that correlations take form of a bursty sequence of events once we approach the semantically relevant topics of the text. The mechanisms we identify are fairly general and can be equally applied to other hierarchical settings.

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Year:  2012        PMID: 22753514      PMCID: PMC3406867          DOI: 10.1073/pnas.1117723109

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  17 in total

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  19 in total

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10.  Probing the statistical properties of unknown texts: application to the Voynich Manuscript.

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