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Social Sciences → Social Sciences → General Social Sciences

Computational and Text Analysis Methods

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 explores the use of these methods for quantitative analysis of textual data, automated content classification, and uncovering patterns and trends in large text corpora.

46K works worldwide148.2K citations
Computational Text AnalysisTopic ModelingMachine LearningSocial Science ResearchText Data MethodsQuantitative AnalysisContent AnalysisNatural Language ProcessingBig DataAutomated Text Classification

Journals publishing in this area