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

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

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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...

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Superior document:Digital Humanities Research 4
Funder:
Bundesministerium für Bildung und Forschung
VerfasserIn:
Calvo Tello, José, 1987-
:
Bundesministerium für Bildung und Forschung
Year of Publication:2021
Edition:1st ed.
Language:English
Series:Digital humanities research ; 4
Physical Description:1 online resource (470 p.); 2144 MB 91 SW-Abbildungen, 32 Farbabbildungen
Notes:transcript Verlag
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spelling Calvo Tello, José, 1987- 1\u Julius-Maximilians-Universität Würzburg, Deutschland aut
The Novel in the Spanish Silver Age A Digital Analysis of Genre Using Machine Learning José Calvo Tello
1st ed.
Bielefeld 2021
1 online resource (470 p.) 2144 MB 91 SW-Abbildungen, 32 Farbabbildungen
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Digital Humanities Research 4
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.
transcript Verlag
1\u José Calvo Tello, born in 1987, works as a researcher and subject librarian at Göttingen State and University Library. He obtained his doctorate in Humanities from the Julius-Maximilians-Universität Würzburg (Germany) with a thesis about machine learning and other computational methods applied to the Spanish novel. His research is focused on the application and development of computational methods such as machine learning and natural language processing applied to romance literatures and library records.
Doctoral Thesis Universität Würzburg 2020
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
Open Access Unrestricted online access star
funded by Bundesministerium für Bildung und Forschung
This eBook is made available Open Access under a CC BY 4.0 license: https://creativecommons.org/licenses/by/4.0 http://www.transcript-verlag.de/open-access-bei-transcript
Literature; Science; Spanish Literature; Digital Humanities; Theory of Literature; Romance Studies; Bielefeld University Press;
Bielefeld University Press.
Digital Humanities.
Romance Studies.
Science.
Spanish Literature.
Theory of Literature.
3-8376-5925-9
Bundesministerium für Bildung und Forschung funder. fnd http://id.loc.gov/vocabulary/relators/fnd
Digital humanities research ; 4
language English
format Thesis
eBook
author Calvo Tello, José, 1987-
spellingShingle Calvo Tello, José, 1987-
The Novel in the Spanish Silver Age A Digital Analysis of Genre Using Machine Learning
Digital Humanities Research
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
author_facet Calvo Tello, José, 1987-
Bundesministerium für Bildung und Forschung
Bundesministerium für Bildung und Forschung
Bundesministerium für Bildung und Forschung
author_variant t j c tj tjc
author_role VerfasserIn
author2 Bundesministerium für Bildung und Forschung
Bundesministerium für Bildung und Forschung
author2_role Funder
author_corporate Bundesministerium für Bildung und Forschung
author_corporate_role Funder
author_sort Calvo Tello, José, 1987-
title The Novel in the Spanish Silver Age A Digital Analysis of Genre Using Machine Learning
title_sub A Digital Analysis of Genre Using Machine Learning
title_full The Novel in the Spanish Silver Age A Digital Analysis of Genre Using Machine Learning José Calvo Tello
title_fullStr The Novel in the Spanish Silver Age A Digital Analysis of Genre Using Machine Learning José Calvo Tello
title_full_unstemmed The Novel in the Spanish Silver Age A Digital Analysis of Genre Using Machine Learning José Calvo Tello
title_auth The Novel in the Spanish Silver Age A Digital Analysis of Genre Using Machine Learning
title_new The Novel in the Spanish Silver Age
title_sort the novel in the spanish silver age a digital analysis of genre using machine learning
series Digital Humanities Research
series2 Digital Humanities Research
publishDate 2021
physical 1 online resource (470 p.) 2144 MB 91 SW-Abbildungen, 32 Farbabbildungen
edition 1st ed.
contents 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
isbn 3-8394-5925-7
3-8376-5925-9
callnumber-first P - Language and Literature
callnumber-subject PQ - French, Italian, Spanish, Portuguese Literature
callnumber-label PQ6144
callnumber-sort PQ 46144
illustrated Not Illustrated
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