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The novel in the Spanish Silver Age : a digital analysis of genre using machine learning /
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 Studi...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Bielefeld :
Bielefeld University Press, an imprint of Transcript Verlag,
[2021]
|
| Colección: | Digital humanities research ;
v 4. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 003 | OCoLC | ||
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| 020 | |a 9783839459256 |q (electronic bk.) | ||
| 020 | |z 9783837659252 |q (Print-ISBN) | ||
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| 082 | 0 | 4 | |a 440 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Calvo Tello, José, |d 1987- |e author. | |
| 245 | 1 | 4 | |a The novel in the Spanish Silver Age : |b a digital analysis of genre using machine learning / |c José Calvo Tello. |
| 264 | 1 | |a Bielefeld : |b Bielefeld University Press, an imprint of Transcript Verlag, |c [2021] | |
| 264 | 4 | |c ©2021 | |
| 300 | |a 1 online resource (468 pages) : |b illustrations (some color) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |2 rdaft | ||
| 490 | 1 | |a Digital humanities research ; |v volume 4 | |
| 504 | |a Includes bibliographical references (page 425-443) | ||
| 588 | |a Description based on online resource; title from PDF title page (Transcript, viewed October 15, 2021) | ||
| 520 | |a 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. | ||
| 505 | 0 | 0 | |t Frontmatter -- |t Editorial -- |t Contents -- |t Acknowledgements -- |t 1. Introduction -- |t 2. Previous Research and Theoretical Framework -- |t 3. Data: Texts and Metadata -- |t 4. Feature Engineering: Linguistic Annotation and Transformation -- |t 5. Analysis of Subgenre Labels -- |t 6. Feature and Labels Selection -- |t 7. Analysis of Subgenres -- |t 8. Discussion of Tripartite Graph for Genre -- |t 9. Conclusion -- |t 10. References -- |t 11. Appendix |
| 590 | |a JSTOR |b Books at JSTOR All Purchased | ||
| 590 | |a JSTOR |b Books at JSTOR Open Access | ||
| 650 | 0 | |a Spanish fiction |y 20th century |x History and criticism |x Data processing. | |
| 650 | 0 | |a Literary form |x History |x Data processing. | |
| 650 | 0 | |a Machine learning. | |
| 650 | 6 | |a Roman espagnol |y 20e siècle |x Histoire et critique |x Informatique. | |
| 650 | 6 | |a Genres littéraires |x Histoire |x Informatique. | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 7 | |a LITERARY CRITICISM / European / Spanish & Portuguese. |2 bisacsh | |
| 650 | 7 | |a Literary form |x Data processing. |2 fast |0 (OCoLC)fst00999925 | |
| 650 | 7 | |a Machine learning. |2 fast |0 (OCoLC)fst01004795 | |
| 648 | 7 | |a 1900-1999 |2 fast | |
| 655 | 7 | |a Criticism, interpretation, etc. |2 fast |0 (OCoLC)fst01411635 | |
| 655 | 7 | |a History. |2 fast |0 (OCoLC)fst01411628 | |
| 776 | 0 | 8 | |i Print version: |z 9783837659252 |
| 830 | 0 | |a Digital humanities research ; |v v 4. |x 2747-5476 | |
| 856 | 4 | 0 | |u https://jstor.uam.elogim.com/stable/10.2307/j.ctv2f9xsw7 |z Texto completo |
| 938 | |a De Gruyter |b DEGR |n 9783839459256 | ||
| 938 | |a EBSCOhost |b EBSC |n 3050926 | ||
| 994 | |a 92 |b IZTAP | ||