Who does what to whom? Making text parsers work for sociological inquiry

O Stuhler - Sociological Methods & Research, 2022 - journals.sagepub.com
Over the past decade, sociologists have become increasingly interested in the formal study
of semantic relations within text. Most contemporary studies focus either on mapping …

From frequency counts to contextualized word embeddings: The saussurean turn in automatic content analysis

G Wiedemann, C Fedtke - Handbook of Computational Social …, 2022 - library.oapen.org
Text, the written representation of human thought and communication in natural language,
has been a major source of data for social science research since its early beginnings …

Relatio: Text semantics capture political and economic narratives

E Ash, G Gauthier, P Widmer - Political Analysis, 2024 - cambridge.org
Social scientists have become increasingly interested in how narratives—the stories in
fiction, politics, and life—shape beliefs, behavior, and government policies. This paper …

The meanings of “meaning” in social scientific text analysis

BL Monroe - Sociological Methodology, 2019 - journals.sagepub.com
Goldenstein and Poschmann (hereafter GP, this volume, pp. 83–131) offer a novel
approach, or combination of approaches, for tracking multiple layers of “meaning” in a …

[PDF][PDF] Text analysis

HR Bernard, G Ryan - Handbook of methods in cultural …, 1998 - academia.edu
There is growing interest across the social sciences in the systematic analysis of “text.” 1
Little wonder: Most of the recoverable data about human thought and human behavior is text …

The difficulty of mixed-method approaches

R Franzosi - Sociological Methodology, 2012 - journals.sagepub.com
On July 9–10, 2012, Professor Martin Bauer organized a third conference on text mining at
the London School of Economics. Invited participants came from computer science and …

Parsing, semantic networks, and political authority using syntactic analysis to extract semantic relations from Dutch newspaper articles

W Van Atteveldt, J Kleinnijenhuis, N Ruigrok - Political Analysis, 2008 - cambridge.org
Analysis of political communication is an important aspect of political research. Thematic
content analysis has yielded considerable success both with manual and automatic coding …

Three families of automated text analysis

A van Loon - Social Science Research, 2022 - Elsevier
Since the beginning of this millennium, data in the form of human-generated text in a
machine-readable format has become increasingly available to social scientists, presenting …

Analyzing meaning in big data: Performing a map analysis using grammatical parsing and topic modeling

J Goldenstein, P Poschmann - Sociological Methodology, 2019 - journals.sagepub.com
Social scientists have recently started discussing the utilization of text-mining tools as being
fruitful for scaling inductively grounded close reading. We aim to progress in this direction …

The sense of a connection: Automatic tracing of intertextuality by meaning

W Scheirer, C Forstall, N Coffee - Digital Scholarship in the …, 2016 - academic.oup.com
In literary study, intertextuality refers to the reuse of text, where new meaning or novel
stylistic effects have been generated. Most typically in the digital humanities, algorithms for …