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.
Authors
- Ayush Chakraborty
- G. Suryanarayana
- Ranjit Kumar Elamadurthi
- Tamal Sau
- Satyanarayana Pukkalla
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