• DocumentCode
    3345164
  • Title

    Collective citizens´ behavior modelling with support of the Internet of Things and Big Data

  • Author

    Balicki, Jerzy ; Beringer, Michal ; Korlub, Waldemar ; Przybylek, Piotr ; Tyszka, Maciej ; Zadroga, Marcin

  • Author_Institution
    Gdansk Univ. of Technol., Gdansk, Poland
  • fYear
    2015
  • fDate
    25-27 June 2015
  • Firstpage
    61
  • Lastpage
    67
  • Abstract
    In this paper, collective human behaviors are modelled by a development of Big Data mining related to the Internet of Things. Some studies under MapReduce architectures have been carried out to improve an efficiency of Big Data mining. Intelligent agents in data mining have been analyzed for smart city systems, as well as data mining has been described by genetic programming. Furthermore, artificial neural networks have been discussed in data mining as well as an analysis of Tweeter´s blogs for citizens has been proposed. Finally, some numerical experiments with fire spread around Tricity, Poland have been submitted.
  • Keywords
    Big Data; Internet of Things; behavioural sciences computing; data mining; genetic algorithms; neural nets; parallel processing; software architecture; Big Data; Internet of Things; MapReduce architectures; artificial neural networks; collective citizens behavior modelling; data mining; genetic programming; Cities and towns; Data mining; Fires; Intelligent sensors; Internet of things; Smart cities; Big Data; collective intelligence; data mining; human behaviors; smart cities; the Internet of Things;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Human System Interactions (HSI), 2015 8th International Conference on
  • Conference_Location
    Warsaw
  • Type

    conf

  • DOI
    10.1109/HSI.2015.7170644
  • Filename
    7170644