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What does Twitter have to say about ideology?

  • Political debates bearing ideological references exist for long in our society; the last few years though the explosion of the use of the internet and the social media as communication means have boosted the production of ideological texts to unprecedented levels. This creates the need for automated processing of the text if we are interested in understanding the ideological references it contains. In this work, we propose a set of linguistic rules based on certain criteria that identify a text as bearing ideology. We codify and implement these rules as part of a Natural Language Processing System that we also present. We evaluate the system by using it to identify if ideology exists in tweets published by French politicians and discuss its performance.

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Metadaten
Author:Sarra Djemili, Julien Longhi, Claudia Marinica, Dimitris Kotzinos, Georges-Elia Sarfati
URN:https://nbn-resolving.org/urn:nbn:de:gbv:hil2-opus-2926
ISBN:978-3-934105-47-8
Document Type:Conference Proceeding
Language:English
Date of Publication (online):2014/11/25
Release Date:2014/11/25
Tag:Soziale Medien
corpus linguistics; ideology; social media
GND Keyword:Computerunterstützte Kommunikation; Ideologie; Korpus <Linguistik>; Onlinecommunity
Source:Workshop Proceedings of the 12th KONVENS 2014
PPN:Link zum Katalog
Institutes:Fachbereich III / Informationswissenschaft und Sprachtechnologie
DDC classes:400 Sprache / 400 Sprache, Linguistik
Collections:KONVENS 2014 / Workshop Proceedings of the 12th KONVENS 2014
Licence (German):License LogoCreative Commons - Namensnennung 3.0