Title
Framing Shifts of the Ukraine Conflict in pro-Russian News Media.
Abstract
An important aspect of information operations (IO) are influence campaigns where a state actor or organizations under its control attempt to shift public opinion by framing information to support a narrative that facilitate their goals. If there is a playbook in operation, then in principle it should be possible to detect its signatures in mainstream media and to potentially provide early warning of malicious intent. This paper describes the results of a proof-of-concept effort where our goal was to detect framing shifts during the Ukraine conflict in pro-Russian news media surrounding the 2014 annexation of Crimea. Our results show significant framing shifts exceeding a smaller peak of 2010, in November 2013, and sharply spiking and trending again in Dec 2013, three-four months ahead of Crimea's annexation by the Russian Federation.
Year
DOI
Venue
2018
10.1007/978-3-319-93372-6_34
Lecture Notes in Computer Science
Keywords
Field
DocType
Framing analysis,Time series data,Framing shifts detection
Framing (construction),Warning system,Annexation,Internet privacy,Information Operations,Computer science,Public relations,News media,Narrative,Public opinion,Mainstream
Conference
Volume
ISSN
Citations 
10899
0302-9743
0
PageRank 
References 
Authors
0.34
7
6
Name
Order
Citations
PageRank
Sultan Alzahrani142.09
Nyunsu Kim200.34
Mert Ozer3445.85
Scott W. Ruston421.07
Jason Schlachter501.01
Steven R. Corman6978.72