论文标题
由网络异质性和图灵机制驱动的语言进化
Linguistic evolution driven by network heterogeneity and the Turing mechanism
论文作者
论文摘要
鉴于语言流行的迅速发展的景观,因此,世界上大多数现有语言都在消失,而倾向于采用相对较少的语言,因此这种现象背后的因素一直是大力研究的主题。大多数方法以微分方程的形式调查了两种竞争语言的时间演变,这些方程式描述了它们的行为。相反,相对较少的考虑问题的空间维度。此外,尽管很多关注都集中在语言转移的现象上,而不是多数语言代替少数语言 - - 相对较少的语言共存,在语言共存上,两种或多种语言在地理上的连续区域中持续存在。在这里,我们研究语言的地理成分在离散介质上传播,以监测微观层面的语言物种的分散。语言动力学是通过反应扩散系统模拟的,该反应扩散系统基于城市中心之间的种群流在异质的联系网络上。我们表明,我们的框架准确地重现了由图灵不稳定性的结合,一种适用于许多天然系统的自发模式形成的机制,接触网络的异质性以及人们如何感知语言状态的不对称性。我们在两个数据集上证明了我们配方的鲁棒性,这些数据集对应于西班牙北部和奥地利南部的语言共存。
Given the rapidly evolving landscape of linguistic prevalence, whereby a majority of the world's existing languages are dying out in favor of the adoption of a comparatively fewer set of languages, the factors behind this phenomenon has been the subject of vigorous research. The majority of approaches investigate the temporal evolution of two competing languages in the form of differential equations describing their behavior at large scale. In contrast, relatively few consider the spatial dimension of the problem. Furthermore while much attention has focused on the phenomena of language shift---the adoption of majority languages in lieu of minority ones---relatively less light has been shed on linguistic coexistence, where two or more languages persist in a geographically contiguous region. Here, we study the geographical component of language spread on a discrete medium to monitor the dispersal of language species at a microscopic level. Language dynamics is modeled through a reaction-diffusion system that occurs on a heterogeneous network of contacts based on population flows between urban centers. We show that our framework accurately reproduces empirical linguistic trends driven by a combination of the Turing instability, a mechanism for spontaneous pattern-formation applicable to many natural systems, the heterogeneity of the contact network, and the asymmetries in how people perceive the status of a language. We demonstrate the robustness of our formulation on two datasets corresponding to linguistic coexistence in northern Spain and southern Austria.