Articles producció científica> Enginyeria Informàtica i Matemàtiques

Personalized routing for multitudes in smart cities

  • Datos identificativos

    Identificador: PC:1582
    Handle: http://hdl.handle.net/20.500.11797/PC1582
  • Autores:

    Manlio De Domenico
    Antonio Lima
    Marta C González
    Alex Arenas
  • Otros:

    Autor según el artículo: Manlio De Domenico; Antonio Lima; Marta C González; Alex Arenas
    Departamento: Enginyeria Informàtica i Matemàtiques
    Autor/es de la URV: DE DOMENICO ., MANLIO; Antonio Lima; Marta C González; ARENAS MORENO, ALEJANDRO
    Palabras clave: Personalized routing Smart city
    Resumen: Human mobility in a city represents a fascinating complex system that combines social interactions, daily constraints and random explorations. New collections of data that capture human mobility not only help us to understand their underlying patterns but also to design intelligent systems. Bringing us the opportunity to reduce traffic and to develop other applications that make cities more adaptable to human needs. In this paper, we propose an adaptive routing strategy which accounts for individual constraints to recommend personalized routes and, at the same time, for constraints imposed by the collectivity as a whole. Using big data sets recently released during the Telecom Italia Big Data Challenge, we show that our algorithm allows us to reduce the overall traffic in a smart city thanks to synergetic effects, with the participation of individuals in the system, playing a crucial role.
    Grupo de investigación: Algorithms embedded in Physical Systems
    Áreas temáticas: Enginyeria informàtica Ingeniería informática Computer engineering
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 2193-1127
    Identificador del autor: 0000-0001-5158-8594; n/a; n/a; 0000-0003-0937-0334
    Fecha de alta del registro: 2016-06-01
    Página final: 11
    Volumen de revista: 4
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    Enlace a la fuente original: https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-015-0038-0
    DOI del artículo: 10.1140/epjds/s13688-015-0038-0
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2015
    Página inicial: 1
    Tipo de publicación: Article Artículo Article
  • Palabras clave:

    Ciutats digitals (Xarxes d'ordinadors)
    Macrodades
    Personalized routing
    Smart city
    Enginyeria informàtica
    Ingeniería informática
    Computer engineering
    2193-1127
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