Record Nr.

UNISA996445847903316

Autore

Calvo Tello José <1987-> (Julius-Maximilians-Universität Würzburg, Deutschland)

Titolo

The Novel in the Spanish Silver Age : A Digital Analysis of Genre Using Machine Learning / José Calvo Tello

Pubbl/distr/stampa


Bielefeld, 2021

ISBN

3-8394-5925-7

Edizione

[1st ed.]

Descrizione fisica

1 online resource (470 p.) : 2144 MB 91 SW-Abbildungen, 32 Farbabbildungen

Collana

Digital Humanities Research ; 4

Soggetti

Literature; Science; Spanish Literature; Digital Humanities; Theory of Literature; Romance Studies; Bielefeld University Press

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

transcript Verlag

Nota di contenuto

Frontmatter 1 Editorial 2 Contents 5 Acknowledgements 13 1. Introduction 19 2. Previous Research and Theoretical Framework 31 3. Data: Texts and Metadata 93 4. Feature Engineering: Linguistic Annotation and Transformation 177 5. Analysis of Subgenre Labels 221 6. Feature and Labels Selection 269 7. Analysis of Subgenres 321 8. Discussion of Tripartite Graph for Genre 367 9. Conclusion 405 10. References 423 11. Appendix 445

Sommario/riassunto

What distinguishes an adventure novel from a historical novel? Can the same text belong to several genres? More to one than to another? Have some existing genres been overlooked? To answer these and similar questions, José Calvo Tello combines methods from Linguistics (lexicography), Literary Studies (genre theory), and Computer Science (machine learning, natural language processing). Located in the interdisciplinary field of Digital Humanities, this study analyzes a newly developed corpus of 358 Spanish novels of the silver age (1880-1939), which includes authors like Baroja, Pardo Bazán, or Valle-Inclán. Calvo Tello's key result is a graph-based model of literary genre that reconciles recent theoretical approaches.