Mapping the Evolution of English language: Insights from Big Data Analysis

This paper explores the transformative role of big data in studying language evolution, tracing historical linguistic shifts, and revealing contemporary trends. Traditional methods relied on manual analysis, but big data enables realtime, large-scale examinations through tools like NLP and social media analytics. Case studies, including “Quantitative Analysis of Culture Using Millions of Digitized Books” and analyses of Twitter language, demonstrate how big data uncovers new insights into cultural and linguistic dynamics. Despite challenges like data reliability and ethical concerns, integrating big data with conventional research methods offers a comprehensive approach to understanding language evolution and its broader implications.

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Publication Details

Published
2024-10-19
DOI
https://doi.org/10.1109/icccmla63077.2024.10871662
Primary Topic
Linguistics, Language Diversity, and Identity
Type
article
Field-Weighted Citation Impact
0.00
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article

Mapping the Evolution of English language: Insights from Big Data Analysis

Ayush Chakraborty, G. Suryanarayana, Ranjit Kumar Elamadurthi, Tamal Sau et al.
Linguistics, Language Diversity, and Identity
article

Mapping the Evolution of English language: Insights from Big Data Analysis

Ayush Chakraborty, G. Suryanarayana, Ranjit Kumar Elamadurthi, Tamal Sau, Satyanarayana Pukkalla
article en

Abstract

This paper explores the transformative role of big data in studying language evolution, tracing historical linguistic shifts, and revealing contemporary trends. Traditional methods relied on manual analysis, but big data enables realtime, large-scale examinations through tools like NLP and social media analytics. Case studies, including “Quantitative Analysis of Culture Using Millions of Digitized Books” and analyses of Twitter language, demonstrate how big data uncovers new insights into cultural and linguistic dynamics. Despite challenges like data reliability and ethical concerns, integrating big data with conventional research methods offers a comprehensive approach to understanding language evolution and its broader implications.

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Linguistics, Language Diversity, and Identity
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