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Does Scale-Free Syntactic Network Emerge in Second Language Learning?
Language is a complex system during whose operation many properties may emerge spontaneously. Using complex network approach, existing studies have found that, in first language (L1) acquisition, syntactic complex network featuring the scale-free and the small-world properties, will emerge at the ag...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6497725/ https://www.ncbi.nlm.nih.gov/pubmed/31080427 http://dx.doi.org/10.3389/fpsyg.2019.00925 |
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author | Jiang, Jingyang Yu, Wuzhe Liu, Haitao |
author_facet | Jiang, Jingyang Yu, Wuzhe Liu, Haitao |
author_sort | Jiang, Jingyang |
collection | PubMed |
description | Language is a complex system during whose operation many properties may emerge spontaneously. Using complex network approach, existing studies have found that, in first language (L1) acquisition, syntactic complex network featuring the scale-free and the small-world properties, will emerge at the age of 24 months. For foreign language (L2) learning, however, researchers have not reached a consensus on whether syntactic network with these two properties will emerge. Therefore, this study adopts complex network approach in L2 learning study, attempting to answer this question. In this study, nine networks are constructed on the basis of English compositions by Chinese students. Properties of these networks reveal that the syntactic network featuring these two properties, instead of emerging suddenly at a certain point, has existed at the very beginning of the L2 learning of Chinese students, and persists throughout the entire process of L2 learning, which is different from what has been found in L1 acquisition. The reason is probably that the already established L1 syntactic system provides foundation for L2 syntactic learning, and L2 learners tend to use the entrenched L1 syntactic network to generate L2 syntactic structures. L2 syntactic learning thus is not characterized by a sudden emergence of syntactic system, but a gradual approximation to the target language, with its own unique properties. For the first time, this study provides a tentative answer to L2 syntactic emergence from the perspective of complex network, and provides a macroscopic description of L2 syntactic developmental trajectory. |
format | Online Article Text |
id | pubmed-6497725 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-64977252019-05-10 Does Scale-Free Syntactic Network Emerge in Second Language Learning? Jiang, Jingyang Yu, Wuzhe Liu, Haitao Front Psychol Psychology Language is a complex system during whose operation many properties may emerge spontaneously. Using complex network approach, existing studies have found that, in first language (L1) acquisition, syntactic complex network featuring the scale-free and the small-world properties, will emerge at the age of 24 months. For foreign language (L2) learning, however, researchers have not reached a consensus on whether syntactic network with these two properties will emerge. Therefore, this study adopts complex network approach in L2 learning study, attempting to answer this question. In this study, nine networks are constructed on the basis of English compositions by Chinese students. Properties of these networks reveal that the syntactic network featuring these two properties, instead of emerging suddenly at a certain point, has existed at the very beginning of the L2 learning of Chinese students, and persists throughout the entire process of L2 learning, which is different from what has been found in L1 acquisition. The reason is probably that the already established L1 syntactic system provides foundation for L2 syntactic learning, and L2 learners tend to use the entrenched L1 syntactic network to generate L2 syntactic structures. L2 syntactic learning thus is not characterized by a sudden emergence of syntactic system, but a gradual approximation to the target language, with its own unique properties. For the first time, this study provides a tentative answer to L2 syntactic emergence from the perspective of complex network, and provides a macroscopic description of L2 syntactic developmental trajectory. Frontiers Media S.A. 2019-04-26 /pmc/articles/PMC6497725/ /pubmed/31080427 http://dx.doi.org/10.3389/fpsyg.2019.00925 Text en Copyright © 2019 Jiang, Yu and Liu. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Jiang, Jingyang Yu, Wuzhe Liu, Haitao Does Scale-Free Syntactic Network Emerge in Second Language Learning? |
title | Does Scale-Free Syntactic Network Emerge in Second Language Learning? |
title_full | Does Scale-Free Syntactic Network Emerge in Second Language Learning? |
title_fullStr | Does Scale-Free Syntactic Network Emerge in Second Language Learning? |
title_full_unstemmed | Does Scale-Free Syntactic Network Emerge in Second Language Learning? |
title_short | Does Scale-Free Syntactic Network Emerge in Second Language Learning? |
title_sort | does scale-free syntactic network emerge in second language learning? |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6497725/ https://www.ncbi.nlm.nih.gov/pubmed/31080427 http://dx.doi.org/10.3389/fpsyg.2019.00925 |
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