[图书][B] Modeling complex systems

N Boccara, N Boccara - 2010 - Springer
The preface is that part of a book which is written last, placed? rst, and read least. Alfred J.
Lotka Elements of Physical Biology Baltimore: Williams & Wilkins Company 1925 The …

Beyond word frequency: Bursts, lulls, and scaling in the temporal distributions of words

EG Altmann, JB Pierrehumbert, AE Motter - PLOS one, 2009 - journals.plos.org
Background Zipf's discovery that word frequency distributions obey a power law established
parallels between biological and physical processes, and language, laying the groundwork …

Network properties of written human language

AP Masucci, GJ Rodgers - Physical Review E—Statistical, Nonlinear, and Soft …, 2006 - APS
We investigate the nature of written human language within the framework of complex
network theory. In particular, we analyze the topology of Orwell's 1984 focusing on the local …

Strong correlations between text quality and complex networks features

L Antiqueira, MGV Nunes, ON Oliveira Jr… - Physica A: Statistical …, 2007 - Elsevier
Concepts of complex networks have been used to obtain metrics that were correlated to text
quality established by scores assigned by human judges. Texts produced by high-school …

Dynamics of text generation with realistic Zipf's distribution

D Zanette, M Montemurro - Journal of quantitative Linguistics, 2005 - Taylor & Francis
We investigate the origin of Zipf's law for words in written texts by means of a stochastic
dynamic model for text generation. The model incorporates both features related to the …

On sampling and modeling complex systems

M Marsili, I Mastromatteo, Y Roudi - Journal of Statistical …, 2013 - iopscience.iop.org
The study of complex systems is limited by the fact that only a few variables are accessible
for modeling and sampling, which are not necessarily the most relevant ones to explain the …

Hierarchical structures induce long-range dynamical correlations in written texts

E Alvarez-Lacalle, B Dorow… - Proceedings of the …, 2006 - National Acad Sciences
Thoughts and ideas are multidimensional and often concurrent, yet they can be expressed
surprisingly well sequentially by the translation into language. This reduction of dimensions …

Probing the statistical properties of unknown texts: application to the Voynich manuscript

DR Amancio, EG Altmann, D Rybski, ON Oliveira Jr… - PLoS …, 2013 - journals.plos.org
While the use of statistical physics methods to analyze large corpora has been useful to
unveil many patterns in texts, no comprehensive investigation has been performed on the …

Shakespeare and other English Renaissance authors as characterized by Information Theory complexity quantifiers

OA Rosso, H Craig, P Moscato - Physica A: Statistical Mechanics and its …, 2009 - Elsevier
We introduce novel Information Theory quantifiers in a computational linguistic study that
involves a large corpus of English Renaissance literature. The 185 texts studied (136 plays …

Statistical keyword detection in literary corpora

JP Herrera, PA Pury - The European Physical Journal B, 2008 - Springer
Understanding the complexity of human language requires an appropriate analysis of the
statistical distribution of words in texts. We consider the information retrieval problem of …