Article published In: Computational Construction Grammar and Constructional Change
Edited by Katrien Beuls and Remi van Trijp
[Belgian Journal of Linguistics 30] 2016
► pp. 193–217
The evolution of Lexical Usage Profiles in social networks
Published online: 10 January 2017
https://doi.org/10.1075/bjl.30.09sch
https://doi.org/10.1075/bjl.30.09sch
This paper investigates how network structure influences the outcomes of reinforcement learning in a series of multi-agent simulations. Its
basic results are the following: (i) contact between agents in networks creates similarity in the usage patterns of the signals these agents
use; (ii) in case of complete networks, the bigger the network, the smaller the lexical differentiation; and (iii) in networks consisting of
linked cliques, the distance between usage patterns reflects on average the structure of the network.
References (24)
Bentley, R. Alexander, Paul Ormerod, and Stephen Shennan. 2011. “Population-Level Neutral Model Already Explains Linguistic Patterns.” Proceedings of the Royal Society B: Biological Sciences 278 (1713): 1770–1772.
Benz, Anton, Gerhard Jäger, and Robert van Rooij (eds). 2006. Game Theory and Pragmatics. New York: Palgrave MacMillan.
Chudek, Maciej, Sarah Heller, Susan Birch, and Joseph Henrich. 2012. “Prestige-Biased Cultural Learning: Bystander’s Differential Attention to Potential Models Influences Children’s Learning.” Evolution and Human Behavior 33 (1): 46–56.
Fagyal, Zsuzsanna, Samarth Swarup, Anna Maria Escobar, Les Gasser, and Kiran Lakkaraju. 2010. “Centers, Peripheries, and Popularity: The Emergence of Norms in Simulated Networks of Linguistic Influence.” In University of Pennsylvania Working Papers in Linguistics, Volume 15, Chapter 10, 81–90. Philadelphia.
Gansner, Emden R. and Stephen C. North. 2000. “An Open Graph Visualization System and its Applications to Software Engineering.” Software – Practice and Experience 30 (11): 1203–1233.
Griffiths, Thomas L. and Florencia Reali. 2011. “Modelling minds as well as populations.” Proceedings of the Royal Society of London B: Biological Sciences 278 (1713): 1773–1776.
Han, Matthew W. and R. Alexander Bentley. 2003. “Drift as a Mechanism for Cultural Change: An Example from Baby Names.” Proceedings of the Royal Society B: Biological Sciences 270 (Suppl. 1): 120–123.
Kusters, Wouter. 2003. Linguistic Complexity. The Influence of Social Change on Verbal Inflection. Ph. D. thesis, Universiteit Leiden, Leiden.
. 2008. “Prehistoric and Posthistoric Language in Oblivion.” In Variation, Selection, Development. Probing the Evolutionary Model of Language Change, ed. by Regine Eckardt, Gerhard Jäger, and Tonjes Veenstra, Trends in Linguistics, 199–218. Berlin: Mouton De Gruyter.
Mühlenbernd, Roland and Michael Franke. 2012. “Signaling Conventions: Who Learns What Where and When in a Social Network.” In The Evolution of Language: Proceedings of EvoLang9, ed. by Thomas C. Scott-Philips, Monica Tamariz, Erica A. Cartmill, and James R. Hurford, 242–249. Singapore: World Scientific.
Pierrehumbert, Janet B., Forrest Stonedahl, and Robert Daland. 2014. “A model of grassroots changes in linguistic systems.” CoRR abs/1408. 1985.
Pijpops, Dirk, Katrien Beuls, and Freek Van de Velde. 2015. “The Rise of the Verbal Weak Inflection in Germanic. An Agent-Based Model.” Computational Linguistics in the Netherlands Journal 51: 81–102.
R Core Team. 2013. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing.
Reali, Florencia and Thomas L. Griffiths. 2009a. “The Evolution of Frequency Distributions: Relating Regularization to Inductive Biases through Iterated Learning.” Cognition 1111: 317–328.
. 2009b. “Words as alleles: connecting language evolution with Bayesian learners to models of genetic drift.” Proceedings of the Royal Society of London B: Biological Sciences 277 (1680): 429–436.
Schaden, Gerhard. 2014. “Markedness, Frequency and Lexical Change in Unstable Environments.” In Proceedings of the Formal & Experimental Pragmatics Workshop, ed. by Judith Degen, Michael Franke, and Noah Goodman, 43–50. Tübingen.
