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On the origin of long-range correlations in texts.

Authors :
Altmann, Eduardo G.
Cristadoro, Giampaolo
Esposti, Mirko Degli
Source :
Proceedings of the National Academy of Sciences of the United States of America. 7/17/2012, Vol. 109 Issue 29, p11582-11587. 6p.
Publication Year :
2012

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00278424
Volume :
109
Issue :
29
Database :
Academic Search Index
Journal :
Proceedings of the National Academy of Sciences of the United States of America
Publication Type :
Academic Journal
Accession number :
78149969
Full Text :
https://doi.org/10.1073/pnas.1117723109