Text Analysis with R for Students of Literature

• 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: Statistics.; Computational linguistics.; Statistics and Computing/Statistics Programs.; Computational Linguistics.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.

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...

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.