The novel in the Spanish Silver Age : a digital analysis of genre using machine learning /
Calvo Tello, José, 1987-
The novel in the Spanish Silver Age : a digital analysis of genre using machine learning / José Calvo Tello. - 1 online resource (468 pages) : illustrations (some color) - Digital humanities research ; volume 4 . - Digital humanities research ; v 4. .
Includes bibliographical references (page 425-443)
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.
3839459257 9783839459256
10.14361/9783839459256 doi
1900-1999
Spanish fiction--History and criticism--Data processing.--20th century
Literary form--History--Data processing.
Machine learning.
LITERARY CRITICISM / European / Spanish & Portuguese.
Literary form--Data processing.
Machine learning.
Criticism, interpretation, etc.
History.
Electronic books.
PQ6144
440
The novel in the Spanish Silver Age : a digital analysis of genre using machine learning / José Calvo Tello. - 1 online resource (468 pages) : illustrations (some color) - Digital humanities research ; volume 4 . - Digital humanities research ; v 4. .
Includes bibliographical references (page 425-443)
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.
3839459257 9783839459256
10.14361/9783839459256 doi
1900-1999
Spanish fiction--History and criticism--Data processing.--20th century
Literary form--History--Data processing.
Machine learning.
LITERARY CRITICISM / European / Spanish & Portuguese.
Literary form--Data processing.
Machine learning.
Criticism, interpretation, etc.
History.
Electronic books.
PQ6144
440