Skip to main content
Top

2016 | OriginalPaper | Chapter

Mapping Population and Mobile Pervasive Datasets into Individual Behaviours for Urban Ecosystems

Author : Radosław Klimek

Published in: Artificial Intelligence and Soft Computing

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Mobile phone network data routinely collected by providers possess very valuable and encoded information about human behaviours. In order to obtain the information it is necessary to carry out an arduous extraction process. Nevertheless, this information would be of fundamental importance for a successfully building and operating smart urban ecosystem understood as a self-organized and open system gathering and using knowledge about smart city environment. Intensive tourist activities in urban spaces bring smartness via mobile phone fingerprints into urban ecosystems and municipal services. This paper provides a unified approach comprising both informal (use cases) and formal (algorithms) elements to obtain a common framework which after ignoring redundant information maps pervasive datasets into a collection of individual patterns and anonymized tourist behaviours in urban spaces. They strongly influence municipal services to understand urban context and operate more effectively to support tourist activities to become more safe and comfortable.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference Calabrese, F., Colonna, M., Lovisolo, P., Parata, D., Ratti, C.: Real-time urban monitoring using cell phones: a case study in rome. IEEE Trans. Intell. Transp. Syst. 12(1), 141–151 (2011)CrossRef Calabrese, F., Colonna, M., Lovisolo, P., Parata, D., Ratti, C.: Real-time urban monitoring using cell phones: a case study in rome. IEEE Trans. Intell. Transp. Syst. 12(1), 141–151 (2011)CrossRef
3.
go back to reference Federation of Communication Services: UK Standard for CDRs. Standard CDR Format, January 2014 Federation of Communication Services: UK Standard for CDRs. Standard CDR Format, January 2014
4.
go back to reference Gonzalez, M.C., Hidalgo, C.A., Barabasi, A.L.: Understanding individual human mobility patterns. Nature 453(7196), 779–782 (2008)CrossRef Gonzalez, M.C., Hidalgo, C.A., Barabasi, A.L.: Understanding individual human mobility patterns. Nature 453(7196), 779–782 (2008)CrossRef
5.
go back to reference Horak, R.: Telecommunications and Data Communications Handbook. Wiley-Interscience, Hoboken (2007)CrossRef Horak, R.: Telecommunications and Data Communications Handbook. Wiley-Interscience, Hoboken (2007)CrossRef
6.
go back to reference Isaacman, S., Becker, R., Cáceres, R., Kobourov, S., Martonosi, M., Rowland, J., Varshavsky, A.: Identifying important places in people’s lives from cellular network data. In: Lyons, K., Hightower, J., Huang, E.M. (eds.) Pervasive 2011. LNCS, vol. 6696, pp. 133–151. Springer, Heidelberg (2011)CrossRef Isaacman, S., Becker, R., Cáceres, R., Kobourov, S., Martonosi, M., Rowland, J., Varshavsky, A.: Identifying important places in people’s lives from cellular network data. In: Lyons, K., Hightower, J., Huang, E.M. (eds.) Pervasive 2011. LNCS, vol. 6696, pp. 133–151. Springer, Heidelberg (2011)CrossRef
7.
go back to reference Klimek, R.: Towards formal and deduction-based analysis of business models for soa processes. In: Filipe, J., Fred, A. (eds.) Proceedings of 4th International Conference on Agents and Artificial Intelligence (ICAART 2012), Vilamoura, Algarve, Portugal, 6–8 February, vol. 2, pp. 325–330. SciTePress (2012) Klimek, R.: Towards formal and deduction-based analysis of business models for soa processes. In: Filipe, J., Fred, A. (eds.) Proceedings of 4th International Conference on Agents and Artificial Intelligence (ICAART 2012), Vilamoura, Algarve, Portugal, 6–8 February, vol. 2, pp. 325–330. SciTePress (2012)
8.
go back to reference Klimek, R.: A system for deduction-based formal verification of workflow-oriented software models. Int. J. Appl. Math. Comput. Sci. 24(4), 941–956 (2014)CrossRefMATH Klimek, R.: A system for deduction-based formal verification of workflow-oriented software models. Int. J. Appl. Math. Comput. Sci. 24(4), 941–956 (2014)CrossRefMATH
9.
go back to reference Klimek, R.: Behaviour recognition and analysis in smart environments for context-aware applications. In: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2015), City University of Hong Kong, Hong Kong, 9–12 October, pp. 1949–1955. IEEE Computer Society (2015) Klimek, R.: Behaviour recognition and analysis in smart environments for context-aware applications. In: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2015), City University of Hong Kong, Hong Kong, 9–12 October, pp. 1949–1955. IEEE Computer Society (2015)
10.
go back to reference Klimek, R., Kotulski, L.: Proposal of a multiagent-based smart environment for the iot. In: Augusto, J.C., Zhang, T. (eds.) Workshop Proceedings of the 10th International Conference on Intelligent Environments. Ambient Intelligence and Smart Environments, Shanghai, China, 30 June–1 July, vol. 18, pp. 37–44. IOS Press (2014) Klimek, R., Kotulski, L.: Proposal of a multiagent-based smart environment for the iot. In: Augusto, J.C., Zhang, T. (eds.) Workshop Proceedings of the 10th International Conference on Intelligent Environments. Ambient Intelligence and Smart Environments, Shanghai, China, 30 June–1 July, vol. 18, pp. 37–44. IOS Press (2014)
11.
go back to reference Klimek, R., Rogus, G.: Modeling context-aware and agent-ready systems for the outdoor smart lighting. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2014, Part II. LNCS(LNAI), vol. 8468, pp. 257–268. Springer, Heidelberg (2014)CrossRef Klimek, R., Rogus, G.: Modeling context-aware and agent-ready systems for the outdoor smart lighting. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2014, Part II. LNCS(LNAI), vol. 8468, pp. 257–268. Springer, Heidelberg (2014)CrossRef
12.
go back to reference Reades, J., Calabrese, F., Sevtsuk, A., Ratti, C.: Cellular census: explorations in urban data collection. IEEE Pervasive Comput. 6(3), 30–38 (2007)CrossRef Reades, J., Calabrese, F., Sevtsuk, A., Ratti, C.: Cellular census: explorations in urban data collection. IEEE Pervasive Comput. 6(3), 30–38 (2007)CrossRef
Metadata
Title
Mapping Population and Mobile Pervasive Datasets into Individual Behaviours for Urban Ecosystems
Author
Radosław Klimek
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-39378-0_58

Premium Partner