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 Studie...
Gespeichert in:
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Bielefeld
Bielefeld University Press, an imprint of Transcript Verlag
[2021]
|
| Schriftenreihe: | Digital humanities research
volume 4 |
| Schlagworte: | |
| Online-Zugang: | DE-B1533 DE-860 DE-859 kostenfrei |
| Zusammenfassung: | 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 |
| Beschreibung: | 1 Online-Ressource (468 Seiten) illustrations (some color) |
| ISBN: | 3839459257 9783839459256 |
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| spelling | Calvo Tello, José 1987- Verfasser aut The novel in the Spanish Silver Age a digital analysis of genre using machine learning José Calvo Tello Bielefeld Bielefeld University Press, an imprint of Transcript Verlag [2021] ©2021 1 Online-Ressource (468 Seiten) illustrations (some color) txt rdacontent c rdamedia cr rdacarrier text file rdaft Digital humanities research volume 4 Frontmatter -- Editorial -- Contents -- Acknowledgements -- 1. Introduction -- 2. Previous Research and Theoretical Framework -- 3. Data: Texts and Metadata -- 4. Feature Engineering: Linguistic Annotation and Transformation -- 5. Analysis of Subgenre Labels -- 6. Feature and Labels Selection -- 7. Analysis of Subgenres -- 8. Discussion of Tripartite Graph for Genre -- 9. Conclusion -- 10. References -- 11. Appendix 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 Geschichte 1880-1939 gnd rswk-swf Apprentissage automatique Genres littéraires Histoire Roman espagnol Histoire et critique LITERARY CRITICISM / European / Spanish & Portuguese Literary form Data processing Machine learning Literary form History Data processing Spanish fiction 20th century History and criticism Data processing Literaturgattung (DE-588)4074285-4 gnd rswk-swf Digital Humanities (DE-588)1038714850 gnd rswk-swf Spanisch (DE-588)4077640-2 gnd rswk-swf Korpus Linguistik (DE-588)4165338-5 gnd rswk-swf Roman (DE-588)4050479-7 gnd rswk-swf 1900-1999 Electronic books Criticism, interpretation, etc History (DE-588)4113937-9 Hochschulschrift gnd-content Spanisch (DE-588)4077640-2 s Roman (DE-588)4050479-7 s Literaturgattung (DE-588)4074285-4 s Geschichte 1880-1939 z Korpus Linguistik (DE-588)4165338-5 s Digital Humanities (DE-588)1038714850 s DE-604 Erscheint auch als Druck-Ausgabe 9783837659252 https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=3050926 Verlag kostenfrei Volltext |
| spellingShingle | Calvo Tello, José 1987- The novel in the Spanish Silver Age a digital analysis of genre using machine learning Frontmatter -- Editorial -- Contents -- Acknowledgements -- 1. Introduction -- 2. Previous Research and Theoretical Framework -- 3. Data: Texts and Metadata -- 4. Feature Engineering: Linguistic Annotation and Transformation -- 5. Analysis of Subgenre Labels -- 6. Feature and Labels Selection -- 7. Analysis of Subgenres -- 8. Discussion of Tripartite Graph for Genre -- 9. Conclusion -- 10. References -- 11. Appendix Apprentissage automatique Genres littéraires Histoire Roman espagnol Histoire et critique LITERARY CRITICISM / European / Spanish & Portuguese Literary form Data processing Machine learning Literary form History Data processing Spanish fiction 20th century History and criticism Data processing Literaturgattung (DE-588)4074285-4 gnd Digital Humanities (DE-588)1038714850 gnd Spanisch (DE-588)4077640-2 gnd Korpus Linguistik (DE-588)4165338-5 gnd Roman (DE-588)4050479-7 gnd |
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| title | The novel in the Spanish Silver Age a digital analysis of genre using machine learning |
| title_alt | Frontmatter -- Editorial -- Contents -- Acknowledgements -- 1. Introduction -- 2. Previous Research and Theoretical Framework -- 3. Data: Texts and Metadata -- 4. Feature Engineering: Linguistic Annotation and Transformation -- 5. Analysis of Subgenre Labels -- 6. Feature and Labels Selection -- 7. Analysis of Subgenres -- 8. Discussion of Tripartite Graph for Genre -- 9. Conclusion -- 10. References -- 11. Appendix |
| title_auth | The novel in the Spanish Silver Age a digital analysis of genre using machine learning |
| title_exact_search | The novel in the Spanish Silver Age a digital analysis of genre using machine learning |
| title_exact_search_txtP | The novel in the Spanish Silver Age 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_short | The novel in the Spanish Silver Age |
| title_sort | 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 |
| topic | Apprentissage automatique Genres littéraires Histoire Roman espagnol Histoire et critique LITERARY CRITICISM / European / Spanish & Portuguese Literary form Data processing Machine learning Literary form History Data processing Spanish fiction 20th century History and criticism Data processing Literaturgattung (DE-588)4074285-4 gnd Digital Humanities (DE-588)1038714850 gnd Spanisch (DE-588)4077640-2 gnd Korpus Linguistik (DE-588)4165338-5 gnd Roman (DE-588)4050479-7 gnd |
| topic_facet | Apprentissage automatique Genres littéraires Roman espagnol LITERARY CRITICISM / European / Spanish & Portuguese Literary form Machine learning Literary form History Data processing Spanish fiction 20th century History and criticism Data processing Literaturgattung Digital Humanities Spanisch Korpus Linguistik Roman Hochschulschrift |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=3050926 |
| work_keys_str_mv | AT calvotellojose thenovelinthespanishsilverageadigitalanalysisofgenreusingmachinelearning |