Skip to main content

2016 | OriginalPaper | Buchkapitel

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

verfasst von : Radosław Klimek

Erschienen in: Artificial Intelligence and Soft Computing

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

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.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Literatur
2.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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
Metadaten
Titel
Mapping Population and Mobile Pervasive Datasets into Individual Behaviours for Urban Ecosystems
verfasst von
Radosław Klimek
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-39378-0_58

Premium Partner