Text Analysis with R for Students of Literature

Text Analysis with R for Students of Literature is written with students and scholars of literature in mind but will be applicable to other humanists and social scientists wishing to extend their methodological tool kit to include quantitative and computational approaches to the study of text. Compu...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Jockers, Matthew L. (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
Σειρά:Quantitative Methods in the Humanities and Social Sciences,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • R Basics.- First Foray into Text Analysis with R.- Accessing and Comparing Word Frequency Data.- Token Distribution Analysis.- Correlation
  • Measures of Lexical Variety
  • Hapax Richness
  • Do It KWIC
  • Do It KWIC (Better)
  • Text Quality, Text Variety, and Parsing XML
  • Clustering
  • Classification
  • Topic Modeling
  • Appendix A: Variable Scope Example
  • Appendix B: The LDA Buffet
  • Appendix C: Code Repository
  • Appendix D: R Resources
  • Practice Exercise Solutions
  • Index.