Articles producció científicaEnginyeria Química

Socially disruptive periods and topics from information-theoretical analysis of judicial decisions

  • Datos identificativos

    Identificador:  imarina:9291708
    Autores:  Font-Pomarol, Lluc; Piga, Angelo; Garcia-Teruel, Rosa Maria; Nasarre-Aznar, Sergio; Sales-Pardo, Marta; Guimera, Roger
    Resumen:
    Laws and legal decision-making regulate how societies function. Therefore, they evolve and adapt to new social paradigms and reflect changes in culture and social norms, and are a good proxy for the evolution of socially sensitive issues. Here, we use an information-theoretic methodology to quantitatively track trends and shifts in the evolution of large corpora of judicial decisions, and thus to detect periods in which disruptive topics arise. When applied to a large database containing the full text of over 100,000 judicial decisions from Spanish courts, we are able to identify an abrupt change in housing-related decisions around 2016. Because our information-theoretic approach pinpoints the specific content that drives change, we are also able to interpret the results in terms of the role played by legislative changes, landmark decisions, and the influence of social movements.
  • Otros:

    Enlace a la fuente original: https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-022-00376-0
    Referencia de l'ítem segons les normes APA: Font-Pomarol, Lluc; Piga, Angelo; Garcia-Teruel, Rosa Maria; Nasarre-Aznar, Sergio; Sales-Pardo, Marta; Guimera, Roger (2023). Socially disruptive periods and topics from information-theoretical analysis of judicial decisions. Epj Data Science, 12(1), 2-. DOI: 10.1140/epjds/s13688-022-00376-0
    Referencia al articulo segun fuente origial: Epj Data Science. 12 (1): 2-
    DOI del artículo: 10.1140/epjds/s13688-022-00376-0
    Año de publicación de la revista: 2023
    Entidad: Universitat Rovira i Virgili
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    Fecha de alta del registro: 2024-08-03
    Autor/es de la URV: Font Pomarol, Lluc / Garcia Teruel, Rosa Maria / Guimera Manrique, Roger / Nasarre Aznar, Sergio / Piga, Angelo / Sales Pardo, Marta
    Departamento: Enginyeria Química, Dret Privat, Processal i Financer
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Tipo de publicación: Journal Publications
    Autor según el artículo: Font-Pomarol, Lluc; Piga, Angelo; Garcia-Teruel, Rosa Maria; Nasarre-Aznar, Sergio; Sales-Pardo, Marta; Guimera, Roger
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    Áreas temáticas: Social sciences, mathematical methods, Modeling and simulation, Mathematics, interdisciplinary applications, Engenharias iv, Engenharias i, Computer science applications, Computational mathematics, Ciencias sociales, Ciência da computação
    Direcció de correo del autor: roger.guimera@urv.cat, lluc.fonti@estudiants.urv.cat, lluc.fonti@estudiants.urv.cat, sergio.nasarre@urv.cat, marta.sales@urv.cat
  • Palabras clave:

    Topic model
    Judicial decisions
    Information theory
    Computational Mathematics
    Computer Science Applications
    Mathematics
    Interdisciplinary Applications
    Modeling and Simulation
    Social Sciences
    Mathematical Methods
    Engenharias iv
    Engenharias i
    Ciencias sociales
    Ciência da computação
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