Computational and Text Analysis Methods
Topics
Description: This cluster of papers focuses on the application of computational text analysis methods, such as topic modeling, machine learning, and natural language processing, in social science research. It expl... more
Related topics (siblings) Appalachian Studies and Mathematics, Contemporary Social and Economic Issues, Cultural, Linguistic, Economic Studies, Economic, Educational, Environmental and Organizational Development, HIV, TB, and STIs Epidemiology +10 more
Subfield (parent): General Social Sciences
Field: Social Sciences
Domain: Social Sciences
Works count: 16,270
Citations count: 109,800
Techniques to Identify Themes
2003 · Gery W. Ryan, H. Russell Bernard · Field Methods
Laboratory Life: The Social Construction of Scientific Facts
1986 · Bruno Latour, Steve Woolgar · Journal for General Philosophy of Science
Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts
2013 · Justin Grimmer, Brandon Stewart · Political Analysis
37.5%
6,242