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© 2016

Text Mining for Qualitative Data Analysis in the Social Sciences

A Study on Democratic Discourse in Germany

Book

Part of the Kritische Studien zur Demokratie book series (KSTD)

Table of contents

  1. Front Matter
    Pages I-XVII
  2. Back Matter
    Pages 261-294

About this book

Introduction

Gregor Wiedemann evaluates text mining applications for social science studies with respect to conceptual integration of consciously selected methods, systematic optimization of algorithms and workflows, and methodological reflections relating to empirical research. In an exemplary study, he introduces workflows to analyze a corpus of around 600,000 newspaper articles on the subject of “democratic demarcation” in Germany. He provides a valuable resource for innovative measures to social scientists and computer scientists in the field of applied natural language processing.

Contents
• Qualitative Data Analysis in a Digital World
• Computer-Assisted Text Analysis in the Social Sciences
• Integrating Text Mining Applications for Complex Analysis
• Democratic Demarcation in Germany
• V-TM – A Methodological Framework for Social Sciences
• Integrating Qualitative and Computational Text Analysis

Target Groups
• Researchers and students in the fields of social sciences, digital humanities and communication science, scientists interested in innovative text analysis methods, computer scientists in interdisciplinary projects or research fields working with large amounts of textual data 

The Author
Gregor Wiedemann holds a doctoral degree from Leipzig University, Germany. He is the coordinator of the discipline-specific working groups in the CLARIN-D project, which develops a European virtual research infrastructure for digital language data analysis in the social sciences and humanities.

Keywords

Big Data Qualitative Text Analyses Workflows Modeling Semantics Text Qualification

Authors and affiliations

  1. 1.Department of Computer ScienceLeipzig University Department of Computer ScienceLeipzigGermany

About the authors

Gregor Wiedemann holds a doctoral degree from Leipzig University, Germany. He is the coordinator of the discipline-specific working groups in the CLARIN-D project, which develops a European virtual research infrastructure for digital language data analysis in the social sciences and humanities.

Bibliographic information

  • Book Title Text Mining for Qualitative Data Analysis in the Social Sciences
  • Book Subtitle A Study on Democratic Discourse in Germany
  • Authors Gregor Wiedemann
  • Series Title Kritische Studien zur Demokratie
  • Series Abbreviated Title Kritische Studien zur Demokratie
  • DOI https://doi.org/10.1007/978-3-658-15309-0
  • Copyright Information Springer Fachmedien Wiesbaden 2016
  • Publisher Name Springer VS, Wiesbaden
  • eBook Packages Social Sciences Social Sciences (R0)
  • Softcover ISBN 978-3-658-15308-3
  • eBook ISBN 978-3-658-15309-0
  • Edition Number 1
  • Number of Pages XVII, 294
  • Number of Illustrations 24 b/w illustrations, 0 illustrations in colour
  • Topics Methodology of the Social Sciences
    Research Methodology
    Democracy
  • Buy this book on publisher's site