An introduction to text mining research design, data collection, and analysis
Inhaltsverzeichnis: About the authors -- Foundations -- Text mining and text analysis -- Acquiring data -- Research ethics -- The philosophy and logic of text mining -- Research design and basic tools -- Designing your research project -- Web scraping and crawling -- Text mining fundamentals -- Lexi...
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Los Angeles, London, New Delhi, Singapore, Washington DC, Melbourne
SAGE
2018
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| Online Zugang: | Inhaltsbeschreibung |
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Tag hinzufügen | Zusammenfassung: | Inhaltsverzeichnis: About the authors -- Foundations -- Text mining and text analysis -- Acquiring data -- Research ethics -- The philosophy and logic of text mining -- Research design and basic tools -- Designing your research project -- Web scraping and crawling -- Text mining fundamentals -- Lexical resources -- Basic text processing -- Supervised learning -- Text analysis methods from the humanities and social sciences -- Analyzing narratives -- Analyzing themes -- Analyzing metaphors -- Text mining methods from computer science -- Text classification -- Opinion mining -- Information extraction -- Analyzing topics -- Writing and reporting your research -- Writing and reporting your research -- Appendix A. Data sources for text mining -- Appendix B. Text preparation and cleaning software -- Appendix C. General text analysis software -- Appendix D. Qualitative data analysis software -- Appendix E. Opinion mining software -- Appendix F. Concordance and keyword frequency software -- Appendix G. Visualization software -- Appendix H. List of websites -- Appendix I. Statistical tools -- Glossary -- References. |
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| Beschreibung: | Literaturverzeichnis: Seite 289-306 |
| Beschreibung: | xxiv, 320 Seiten Illustrationen 24 cm |
| ISBN: | 9781506337005 978-1-5063-3700-5 1506337007 1-5063-3700-7 |