Identifying Issue Frames in Text

  • Posted on: 15 November 2013
  • By: Eyal Sagi
TitleIdentifying Issue Frames in Text
Publication TypeJournal Article
Year of Publication2013
AuthorsSagi, E, Diermeier, D, Kaufmann, S
JournalPLoS ONE
Volume8
Issue7
Paginatione69185
Abstract

Framing, the effect of context on cognitive processes, is a prominent topic of research in psychology and public opinion research. Research on framing has traditionally relied on controlled experiments and manually annotated document collections. In this paper we present a method that allows for quantifying the relative strengths of competing linguistic frames based on corpus analysis. This method requires little human intervention and can therefore be efficiently applied to large bodies of text. We demonstrate its effectiveness by tracking changes in the framing of terror over time and comparing the framing of abortion by Democrats and Republicans in the U.S.

URLhttp://dx.plos.org/10.1371/journal.pone.0069185
DOI10.1371/journal.pone.0069185
Short TitlePLoS ONE
Refereed DesignationRefereed