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The literary theorist Kenneth Burke (1945) outlined a methodology for identifying the basic “grammar of motives” that operate within texts. His strategy was to identify the logical form that is used for attributing meaning to human situations. We imagine how a variant of Burke's method might be applied in the era of automated text analysis, and then we explore an implementation of that variant (using...
We provide a brief, non-technical introduction to the text mining methodology known as “topic modeling.” We summarize the theory and background of the method and discuss what kinds of things are found by topic models. Using a text corpus comprised of the eight articles from the special issue of Poetics on the subject of topic models, we run a topic model on these articles, both as a way to introduce...
This special issue offers papers that together reach toward sociological understanding of “meaning.” We contextualize that effort in intersecting intellectual trends—the emerging relational sociology of networks and meanings, which has progressed steadily since the 1990s, and the diverse enterprise of sociology of language, which is much less established in the U.S. Given space limitations, we acknowledge...
This paper investigates recent changes in diversity policies - from a program based on affirmative action to one based on outreach - at the University of California. Using a content analysis of a 1995 directory of UC programs we show that these developments are associated with a shift in institutional logic, from an individualistic emphasis on race to a corporatist discourse of class. The analyses...
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