Language dynamics

Language dynamics is a rapidly growing field that focuses on all processes related to the evolution, emergence, change, competition and extinction of languages. One of the major outcomes from this field of research is that language can be viewed as a complex adaptive dynamical system that evolves through the process of self-organization and self-regulation. According to this viewpoint, a community of language users can be seen as a dynamical system that collectively solves the problem of developing a shared communication framework through the back-and-forth signaling between the participating individuals.

Our group is interested in the interaction of the cognitive and socio-cultural factors that play a key role in language dynamics with a special focus on how a population develops a shared set of names (Naming Game), categories (Category Game), or rules (Rule Dynamics) from scratch.  The basic framework is grounded in theories of Language Games, but frequently borrows concepts and methods from the areas of statistical physics and complex systems science. These areas have proven to be extremely powerful in providing various quantitative insights into language emergence and evolution.

Topics

Rule DynamicsCategory GameNaming Game

Bibliography

48 entries « 5 of 10 »

2011

Loreto, Vittorio; Tria, Francesca

In Silico Linguistics Comment on "Modeling the cultural evolution of language" by Luc Steels (Journal Article)

PHYSICS OF LIFE REVIEWS, 8 , pp. 371–372, 2011.

(Links | BibTeX)

Loreto, Vittorio; Baronchelli, Andrea; Mukherjee, Animesh; Puglisi, Andrea; Tria, Francesca

Statistical physics of language dynamics (Journal Article)

JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT, P04006 , 2011.

(Links | BibTeX)

2010

Baronchelli, Andrea; Gong, Tao; Puglisi, Aandrea; Loreto, Vittorio

Modeling the emergence of universality in color naming patterns (Journal Article)

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (PNAS), 107 , pp. 2403–2407, 2010.

(Abstract | Links | BibTeX)

Loreto, Vittorio; Baronchelli, Andrea; Puglisi, Andrea

Mathematical modelling and language games (Incollection)

(Eds), Stefano Nolfi; Maro Mirolli (Ed.): Evolution of Communication and Language in Embodied Agents, pp. 263–283, Springer-Verlag, 2010.

(BibTeX)

Steels, Luc; Loreto, Vittorio

Modeling the Formation of Language in Embodied Agents: Conclusions and Future Research (Incollection)

Mirolli, Eds. Nolfi; (Ed.): Evolution of Communication and Language in Embodied Agents,, pp. 283–288, Springer Berlin Heidelberg, Berlin, Heidelberg, 2010.

(Abstract | BibTeX)

48 entries « 5 of 10 »