Coverart for item
The Resource An introduction to text mining : research design, data collection, and analysis, Gabe Ignatow, University of North Texas, Rada F. Mihalcea, University of Michigan

An introduction to text mining : research design, data collection, and analysis, Gabe Ignatow, University of North Texas, Rada F. Mihalcea, University of Michigan

Label
An introduction to text mining : research design, data collection, and analysis
Title
An introduction to text mining
Title remainder
research design, data collection, and analysis
Statement of responsibility
Gabe Ignatow, University of North Texas, Rada F. Mihalcea, University of Michigan
Creator
Contributor
Author
Subject
Language
eng
Summary
The book covers the most critical issues that must be taken into consideration for research projects, including web scraping and crawling, strategic data selection, data sampling, use of specific text analysis methods, and report writing. In addition to covering technical aspects of various approaches to contemporary text mining and analysis, the book covers ethical and philosophical dimensions of text-based research and social science research design
Cataloging source
DLC
http://library.link/vocab/creatorName
Ignatow, Gabe
Dewey number
006.3/12
Illustrations
illustrations
Index
index present
LC call number
QA76.9.D343
LC item number
I425 2018
Literary form
non fiction
NAL call number
QA76.9.D343
NAL item number
I425 2018
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1974-
http://library.link/vocab/relatedWorkOrContributorName
Mihalcea, Rada
http://library.link/vocab/subjectName
  • Data mining
  • Social sciences
  • Data mining
  • Social sciences
  • Text Mining
Label
An introduction to text mining : research design, data collection, and analysis, Gabe Ignatow, University of North Texas, Rada F. Mihalcea, University of Michigan
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references (pages 289-306) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Control code
990287441
Dimensions
24 cm
Extent
xxiv, 320 pages
Isbn
9781506337005
Lccn
2017038203
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)990287441
Label
An introduction to text mining : research design, data collection, and analysis, Gabe Ignatow, University of North Texas, Rada F. Mihalcea, University of Michigan
Publication
Copyright
Bibliography note
Includes bibliographical references (pages 289-306) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Control code
990287441
Dimensions
24 cm
Extent
xxiv, 320 pages
Isbn
9781506337005
Lccn
2017038203
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)990287441

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