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HSE Campus in St. PetersburgSt. Petersburg School of Social Sciences and HumanitiesInternet Studies LabThe Representation of Ukrainian Crisis in News: Frame Analysis with Topic Modelling

The Representation of Ukrainian Crisis in News: Frame Analysis with Topic Modelling

Project head: Olessia Koltsova

Project Participants: Sergey Pashakhin

 

Media framing is an important issue in media studies and political science. Media frames have been traditionally extracted via manual content and discourse analysis. Such approach has a limited ability to deal with large text collections and is prone to subjectivity both in terms of text selection and interpretation.

The project explores possibilities and limitations of topic modeling for frame detection and analysis in news items related to the 2014—2015 Ukrainian crisis. On the case of Ukrainian and Russian TV channels we investigate news discourse surrounding the crisis.

 

Materials

Pashakhin S. Topic Modeling for Frame Analysis of News Media // Proceedings of the AINL FRUCT 2016. С. 103-105 – URL: http://fruct.org/publications/abstract-AINL-FRUCT-2016/files/Pas.pdf


 

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