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.
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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