Abstract
In this work we extend previous analyses of linguistic networks by adopting a multi-layer network framework for modelling the human mental lexicon, i.e. an abstract mental repository where words and concepts are stored together with their linguistic patterns. Across a three-layer linguistic multiplex, we model English words as nodes and connect them according to (i) phonological similarities, (ii) synonym relationships and (iii) free word associations. Our main aim is to exploit this multi-layered structure to explore the influence of phonological and semantic relationships on lexicon assembly over time. We propose a model of lexicon growth which is driven by the phonological layer: words are suggested according to different orderings of insertion (e.g. shorter word length, highest frequency, semantic multiplex features) and accepted or rejected subject to constraints. We then measure times of network assembly and compare these to empirical data about the age of acquisition of words. In agreement with empirical studies in psycholinguistics, our results provide quantitative evidence for the hypothesis that word acquisition is driven by features at multiple levels of organisation within language.
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References
Aitchison, J.: Words in the Mind: An Introduction to the Mental Lexicon. Wiley (2012)
Baronchelli, A., Ferrer-i Cancho, R., Pastor-Satorras, R., Chater, N., Christiansen, M.H.: Trends Cogn. Sci. 17(7), 348 (2013)
Beckage, N.M., Colunga, E.: Towards a Theoretical Framework of Analyzing Complex Linguistic Networks. In: Mehler, A., Blanchard, P., Job, B., Banisch, S. (eds.) Springer (2015)
Vitevitch, M.S.: J. Speech Lang. Hear. Res. 51(2), 408 (2008)
Motter, A.E., de Moura, A.P., Lai, Y.C., Dasgupta, P.: Phys. Rev. E 65(6), 065102 (2002)
Sigman, M., Cecchi, G.A.: PNAS 99(3), 1742 (2002)
Collins, A.M., Loftus, E.F.: Psychol. Rev. 82(6), 407 (1975)
de Deyne, S., Storms, G.: Behav. Res. Methods 40(1), 213 (2008)
Steyvers, M., Tenenbaum, J.B.: Cogn. Sci. 29(1), 41 (2005)
Vitevitch, M.S., Chan, K.Y., Goldstein, R.: Cogn. Psychol. 68, 1 (2014)
Stella, M., Brede, M.: J. Stat. Mech. 2015, P05006 (2015)
Stella, M., Brede, M.: Accepted in Lecture Notes in Computer Science (2015)
Battiston, F., Nicosia, V., Latora, V.: Phys. Rev. E 89(3), 032804 (2014)
Boccaletti, S., Bianconi, G., Criado, R., Del Genio, C.I., Gómez-Gardeñes, J., Romance, M., Sendina-Nadal, I., Wang, Z., Zanin, M.: Phys. Rep. 544(1), 1 (2014)
Kuperman, V., Stadthagen-Gonzalez, H., Brysbaert, M.: Behav. Res. Methods 44(4), 978 (2012)
Kiss, G., Armstrong, C.A., Milroy, R.: Medical Research Council (1972)
Miller, G., Fellbaum, C., Tengi, R., Wakefield, P., Langone, H., Haskell, B.: WordNet. MIT Press, Cambridge (1998)
Brondsted, T. (2008). http://tom.brondsted.dk/text2phoneme/
Barbaresi, A.: Language-classified open subtitles (laclos). Ph.D. thesis, BBAW (2014)
Newman, M.: Networks: an Introduction. Oxford University Press (2010)
Ferguson, C.A., Farwell, C.B: Language. pp. 419–439 (1975)
Schwartz, R.G., Leonard, L.B.: J. Child Lang. 9(02), 319 (1982)
Stoel-Gammon, C., Cooper, J.A.: J. Child Lang. 11(02), 247 (1984)
Hoff, E., Core, C., Bridges, K.: J. Child Lang. 35(04), 903 (2008)
Wiethan, F.M., Nóro, L.A., Mota, H.B.: CoDAS, vol. 4, pp. 260–264. SciELO, Brasil (2014)
Beckage, N.M., Aguilar, A., Colunga, E.: Proceedings of CogSci2015 (2015)
Moore, D.S., McCabe, G.P.: Introduction to the Practice of Statistics. WH Freeman/Times Books/Henry Holt & Co (1989)
Acknowledgments
MS acknowledges the DTC in Complex Systems Simulation, University of Southampton for financial support. The authors acknowledge Dr. Srinandan Dasmahapatra, Nicole Beckage and the reviewers for providing insightful comments.
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Stella, M., Brede, M. (2016). Mental Lexicon Growth Modelling Reveals the Multiplexity of the English Language. In: Cherifi, H., Gonçalves, B., Menezes, R., Sinatra, R. (eds) Complex Networks VII. Studies in Computational Intelligence, vol 644. Springer, Cham. https://doi.org/10.1007/978-3-319-30569-1_20
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DOI: https://doi.org/10.1007/978-3-319-30569-1_20
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