Articles producció científicaEnginyeria Informàtica i Matemàtiques

Personalized routing for multitudes in smart cities

  • Identification data

    Identifier:  PC:1582
    Authors:  Manlio De Domenico; Antonio Lima; Marta C González; Alex Arenas
    Abstract:
    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.
  • Others:

    Link to the original source: https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-015-0038-0
    Article's DOI: 10.1140/epjds/s13688-015-0038-0
    Journal publication year: 2015
    Entity: Universitat Rovira i Virgili
    Paper version: info:eu-repo/semantics/publishedVersion
    Record's date: 2016-06-01
    First page: 1
    URV's Author/s: DE DOMENICO ., MANLIO; Antonio Lima; Marta C González; ARENAS MORENO, ALEJANDRO
    Department: Enginyeria Informàtica i Matemàtiques
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Publication Type: Article
    Last page: 11
    ISSN: 2193-1127
    Author, as appears in the article.: Manlio De Domenico; Antonio Lima; Marta C González; Alex Arenas
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Journal volume: 4
    Research group: Algorithms embedded in Physical Systems
    Thematic Areas: Computer engineering
  • Keywords:

    Personalized routing
    Smart city
  • Documents:

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