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How digital communication mirrors socio-cultural orientation. A computational sociolinguistic study of regional variation on "Jodel" ...
Purschke, Christoph
. - : Zenodo, 2020
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How digital communication mirrors socio-cultural orientation. A computational sociolinguistic study of regional variation on "Jodel" ...
Purschke, Christoph
. - : Zenodo, 2020
Abstract:
We study regional variation in social media communications collected from the chat app "Jodel". Using a corpus of 3.8M discussions from the entire German-speaking area, we combine methods from computational linguistics and sociolinguistics to model and interpret different aspects of socio-pragmatic regionality in online writing. The results show strong correspondences with several socio-cultural spatial structures, such as a dialect division of German, student mobility, work commuting, and region-specific discussion topics. Our study contributes to the emerging field of computational sociolinguistics . ...
Keyword:
Computational sociolinguistics
;
German-speaking area
;
Regional variation
;
Representation learning
;
Social media
;
Socio-cultural orientation
URL:
https://zenodo.org/record/3874275
https://dx.doi.org/10.5281/zenodo.3874275
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