OpenMethods introduction to: Mining ethnicity: Discourse-driven topic modelling of immigrant discourses in the USA, 1898–1920
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- handle: 10670/1.o91z5q
- https://openmethods.dariah.eu/2020/02/23/mining-ethnicity-discourse-driven-topic-modelling-of-immigrant-discourses-in-the-usa-1898-1920/
Mots-clés
Destination America Statue of Liberty Northern Italians Contextualizing Luigi Galleani Harvard University Press Mass Media Association for Computational Linguistics Text Mining Library of Congress Digital Scholarship in the Humanities CDA Latent Dirichlet Allocation World War I Creative Commons discourse analysis Ellis Island Multimodal Chronicling America machine learning Topic Modeling Dante Alighieri Guglielmo Marconi Cronaca sovversiva Italian American critical discourse analysis Text il giornale Print Culture Discovering historical records Gantt chart interactional sociolinguistics open access Oscar Handlin Discourse & Society Irish American digital humanitiesSujets proches
Molding (Clay, plaster, etc.) Clay modeling ModellingCiter ce document
Marinella Testori, « OpenMethods introduction to: Mining ethnicity: Discourse-driven topic modelling of immigrant discourses in the USA, 1898–1920 », OpenMethods: Highlighting Digital Humanities Methods and Tools, ID : 10670/1.o91z5q
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Résumé
Introduction: The article illustrates the application of a 'discourse-driven topic modeling' (DDTM) to the analysis of the corpus ChronicItaly comprising several newspapers in Italian language, appeared in the USA during the time of massive migration towards America between the end of the XIX century and the first two decades of the XX (1898-1920). The method combines both Text Modelling (™) and the discourse-historical approach (DHA) in order to get a more comprehensive representation of the ethnocultural and linguistic identity of the Italian group of migrants in the historical American context in crucial periods of time like that immediately preceding the eruption and that of the unfolding of World War I.