Sam Hames

SocArXiv Papers | Topic Modeling as a Method for Frame Analysis: Data Mining the Climate Change Debate in India and the USA

Suggests an operationalisation of topic model for the identification of framing of concepts in document collections.

Usefully, it provides a more concrete framework for qualitative evaluation and interpretation of topic models. Furthermore, it only uses off the shelf tools for the analysis: the approach discussed is about making use of the output rather than new computational methods.