Capítulo de Libro
Social well-being analysis using interval-valued fuzzy predicates
Título del libro: Computational Intelligence for Business Analytics
Comas, Diego Sebastián
; Actis Di Pasquale, Eugenio
; Pastore, Juan Ignacio
; Bouchet, Agustina
; Meschino, Gustavo Javier
Fecha de publicación:
2021
Editorial:
Springer
ISBN:
978-3-030-73818-1
Idioma:
Inglés
Clasificación temática:
Resumen
Social well-being is one of the main goals of public policy. In this work, it is proposed a new methodology based on fuzzy predicates and interval-valued fuzzy logic for its computation and analysis, applied to urban areas of Argentina. The social well-being level of a territory is described through a fuzzy predicate, considering properties of different social indicators and exploiting the advantages of the interval-valued fuzzy logic to deal with vague concepts. Fuzzy predicates allow to include knowledge about the meaning of social well-being and how it is traditionally measured, as well as linguistic descriptions involving social indica-tors. As a result, the social well-being level of each urban area is described by an interval. A method for interval comparing, previously used in data clustering, is applied here to rank the urban areas according to their social well-being levels. Results are consistent with those obtained using the known weighted average method. The approach proposed solves the problem of subjectivity in the evalua-tion of instances for comparative purposes, since once the fuzzy predicates are determined, the mathematical computation is the same for all the urban areas. This approach may have other interesting applications in the context of the Social Sci-ences, where new case studies are expected to be explored in the future.
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Capítulos de libros(ICYTE)
Capítulos de libros de INSTITUTO DE INVESTIGACIONES CIENTIFICAS Y TECNOLOGICAS EN ELECTRONICA
Capítulos de libros de INSTITUTO DE INVESTIGACIONES CIENTIFICAS Y TECNOLOGICAS EN ELECTRONICA
Citación
Comas, Diego Sebastián; Actis Di Pasquale, Eugenio; Pastore, Juan Ignacio; Bouchet, Agustina; Meschino, Gustavo Javier; Social well-being analysis using interval-valued fuzzy predicates; Springer; 953; 2021; 387-403
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