Text Analytics for Corpus Linguistics and Digital Humanities: Simple R Scripts and Tools: Language, Data Science and Digital Humanities
Autor Gerold Schneideren Limba Engleză Hardback – 29 mai 2024
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Specificații
ISBN-13: 9781350370821
ISBN-10: 1350370827
Pagini: 240
Ilustrații: 25 bw illus
Dimensiuni: 156 x 234 mm
Greutate: 0.51 kg
Editura: Bloomsbury Publishing
Colecția Bloomsbury Academic
Seria Language, Data Science and Digital Humanities
Locul publicării:London, United Kingdom
ISBN-10: 1350370827
Pagini: 240
Ilustrații: 25 bw illus
Dimensiuni: 156 x 234 mm
Greutate: 0.51 kg
Editura: Bloomsbury Publishing
Colecția Bloomsbury Academic
Seria Language, Data Science and Digital Humanities
Locul publicării:London, United Kingdom
Caracteristici
Shows readers how to use R to execute the realistic examples and apply the methods to data of their own
Notă biografică
Gerold Schneider is Adjunct Professor at the Department of Computational Linguistics of the University of Zurich, Switzerland.
Cuprins
List of FiguresList of TablesAcknowledgements1. Introduction2. Spikes of Frequencies and First Steps in UNIX3. Frequency Lists and First Steps in R4. Overuse and Keywords and Using R Libraries5. Document Classification and Supervised ML in LightSide and R6. Topic Modelling and Unsupervised ML with Mallet and R7. Kernel Density Estimation for Conceptual Maps8. Distributional Semantics9. BERT Models10. ConclusionsReferencesIndex