Peculiarities of Big Data Application in Contemporary Linguistics: Navigating Turbulence, Uncertainty and Systemic Risks Through Shiva and Warmi Frameworks

Abstract

The article explores the features and specifics of Big Data technologies in modern linguistics in the context of the dynamics of uncertainty, turbulence and systemic risks. The potential of Big Data for the analysis of large-scale and dynamic language data, the development of digital philology, the detection of language trends and weak signals is revealed. The need for the integration of Big Data, artificial intelligence and traditional philological methods within the framework of the SHIVA and WARMI concepts of the modern external environment is substantiated.