
eBook - ePub
An Introduction to Text Mining
Research Design, Data Collection, and Analysis
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
An Introduction to Text Mining
Research Design, Data Collection, and Analysis
About this book
This is the ideal introduction for students seeking to collect and analyze textual data from online sources. It covers the most critical issues that they must take into consideration at all stages of their research projects.
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Yes, you can access An Introduction to Text Mining by Gabe Ignatow,Rada Mihalcea in PDF and/or ePUB format, as well as other popular books in Social Sciences & Social Science Research & Methodology. We have over one million books available in our catalogue for you to explore.
Information
Table of contents
- Cover
- Half Title
- Publisher Note
- Title Page
- Copyright Page
- Brief Contents
- Detailed Contents
- Acknowledgments
- Preface
- Note to the Reader
- About the Authors
- Part I Foundations
- 1 Text Mining and Text Analysis
- 2 Acquiring Data
- 3 Research Ethics
- 4 The Philosophy and Logic of Text Mining
- Part II Research Design and Basic Tools
- 5 Designing Your Research Project
- 6 Web Scraping and Crawling
- Part III Text Mining Fundamentals
- 7 Lexical Resources
- 8 Basic Text Processing
- 9 Supervised Learning
- Part IV Text Analysis Methods From the Humanities and Social Sciences
- 10 Analyzing Narratives
- 11 Analyzing Themes
- 12 Analyzing Metaphors
- Part V Text Mining Methods From Computer Science
- 13 Text Classification
- 14 Opinion Mining
- 15 Information Extraction
- 16 Analyzing Topics
- Part VI Writing and Reporting Your Research
- 17 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
- Index