By using a unique combination of methods and tools, including sentiment analysis and usage fluctuation analysis, this book sheds light on the interplay between language and socio-economic dynamics, showing how the sentiment of specialized terms in the economic/financial domain fluctuates diachronically following major economic events.
This book explores the evolution of sentiment in economic terms in the press during financial crises applying a combination of sentiment analysis techniques and usage fluctuation analysis on a diachronic corpus derived from editorials in quality newspapers during the Great Recession. The book uncovers two key findings: first, certain economic terms become event words during times of crisis due to their increased use in the press and the general public, revealing rapid semantic changes in economic terms caused by major socio-economic events. Second, sentiment-laden collocations are found to be influenced by culture, highlighting language’s adaptability to financial upheavals. This work proposes an innovative methodology that combines lexicon-based Sentiment Analysis, Corpus Linguistics, and qualitative Discourse Analysis to shed light on how language shapes economic discourse, making it a valuable resource for scholars exploring the relationship between language and historic events.
Introduction - Research design - The influence of the economy and the press on language - Evaluative language - Formal models for the study of evaluative language - Sentiment analysis - Language change and semantic prosody - Data analysis - Discussion and conclusions
Javier Fernández-Cruz is Lecturer at the University of Málaga and a member of the Tecnolengua Research Group. He has worked at universities in France, Italy and Ecuador. With a dedicated focus on digital humanities, his research efforts concentrate on corpus linguistics, sentiment analysis and specialized languages. Antonio Moreno Ortiz is Associate Professor at the University of Malaga. His research focuses on computational and corpus linguistics, including the development of software and resources. He leads the Tecnolengua Research Group, which focuses on computer-mediated communication, with special emphasis on sentiment analysis and social media.
Lisainfo e-raamatute kohta