The Novel in the Spanish Silver Age : A Digital Analysis of Genre Using Machine Learning
Book Details
Format
Paperback / Softback
Book Series
Digital Humanities Research
ISBN-10
3837659259
ISBN-13
9783837659252
Publisher
Transcript Verlag
Imprint
Transcript Verlag
Country of Manufacture
DE
Country of Publication
GB
Publication Date
Oct 7th, 2021
Print length
470 Pages
Ksh 9,700.00
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What are genres? This research applies digital methods such as machine learning to understand the Spanish novel between 1880 and 1939.
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.
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