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...

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Autor principal: José Calvo Tello
Formato: Libro
Publicado: BiUP 2021
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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        au: José Calvo Tello
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        Spanish fiction--20th century--History and criticism--Data processing
        Literary form--History--Data processing
        Machine learning
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          LITERARY CRITICISM / Semiotics & Theory
          Spanish fiction--20th century--History and criticism--Data processing
          Literary form--History--Data processing
          Machine learning
      ab: 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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