Founding a mathematical diffusion model in linguistics. The case study of German syntactic features in the North-Eastern Italian dialects

07/26/2023
by   I. Lazzizzera, et al.
0

We take as a case study the spread of Germanic syntactic features into Romance dialects of North-Eastern Italy, which occurred after the immigration of German people in the Tyrol during the High Middle Ages. An interactive map is produced using tools of what is called Geographic Data Science. A smooth two-dimensional surface 𝒢 expresses locally which fraction of territory uses a given German language feature: it is obtained by interpolating a discrete function that says if at any surveyed locality that feature is used or not.This surface 𝒢 is thought of as the value at the present time of a function describing a diffusion-convection phenomenon in two dimensions (here said tidal mode), which is subjected in a very natural way to the same equation, suitably contextualized, used in physics for a number of phenomenological facts like the heat diffusion. It is shown that solutions of this equation, evaluated at the present time, fit well with the data as interpolated by 𝒢, thus providing convincing pictures of diffusion-convection of the linguistic features of the case study, albeit simplifications and approximations.Very importantly, it is shown that Schmidt's 'waves' can be counted among the solutions of the diffusion equation: superimposing Schmidt 'waves' to a 'tidal flooding' can reproduce complexities of real linguistic diffusion events.

READ FULL TEXT

page 3

page 5

page 6

page 8

page 23

research
02/20/2020

The Whitham Equation with Surface Tension

The viability of the Whitham equation as a nonlocal model for capillary-...
research
04/18/2020

Doubly Degenerate Diffuse Interface Models of Anisotropic Surface Diffusion

We extend the doubly degenerate Cahn-Hilliard (DDCH) models for isotropi...
research
06/01/2023

Provably stable numerical method for the anisotropic diffusion equation in toroidally confined magnetic fields

We present a novel numerical method for solving the anisotropic diffusio...
research
09/28/2021

An extended Krylov subspace method for decoding edge-based compressed images by homogeneous diffusion

The heat equation is often used in order to inpaint dropped data in inpa...
research
04/23/2023

DiffESM: Conditional Emulation of Earth System Models with Diffusion Models

Earth System Models (ESMs) are essential tools for understanding the imp...
research
06/21/2022

Generative Modelling With Inverse Heat Dissipation

While diffusion models have shown great success in image generation, the...

Please sign up or login with your details

Forgot password? Click here to reset