Top

Published in:

2017 | OriginalPaper | Chapter

Understanding Human Behavior in Intelligent Environments: A Context-Aware System Supporting Mountain Rescuers

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

AI-assisted search

Off

Abstract

Intelligent environments provide people-centered computing to support people in their daily lifes. Understanding human behavior and context information is crucial to provide context-aware and pro-active services for all actors of smart spaces. On the other hand, mobile phone network data, collected by suppliers, provide valuable information about human locations and behaviors. This paper presents a unified approach comprising both informal (use cases) and more formal (algorithms) elements which enable obtaining a common framework that use information encoded into pervasive datasets to generate, through context-based reasoning, decisions which support actors operating in a smart space. The system is designed to support mountain rescuers. It provides pro-active decision taking or warning about dangerous situations on the mountain trails. In this way, the system supports rescuers and makes tourist staying in the mountains more safe.

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!

inform now

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!

inform now

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!

inform now

previous chapter Proposal of a Multi-agent System for a Smart Outdoor Lighting Environment

next chapter TLGProb: Two-Layer Gaussian Process Regression Model for Winning Probability Calculation in Two-Team Sports

See http://en.wikipedia.org/wiki/Babia_Gora.

Aggarwal, J., Ryoo, M.: Human activity analysis: a review. ACM Comput. Surv. 43(3), 16:1–16:43 (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

Chen, S., Liu, J., Wang, H., Augusto, J.C.: A hierarchical human activity recognition framework based on automated reasoning. In: IEEE International Conference on Systems, Man, and Cybernetics, Manchester, SMC 2013, United Kingdom, 13–16 October 2013, pp. 3495–3499 (2013)

Dey, A.K., Abowd, G.D.: Towards a better understanding of context and context-awareness. In: Workshop on The What, Who, Where, When, and How of Context-Awareness (CHI 2000). http://www.cc.gatech.edu/fce/contexttoolkit/

Dwyer, M.B., Avrunin, G.S., Corbett, J.C.: Patterns in property specifications for finite-state verification. In: Proceedings of the 21st International Conference on Software Engineering (ICSE 1999), Los Angeles, CA, USA, 16–22 May 1999, pp. 411–420 (1999)

Federation of Communication Services: UK Standard for CDRs. Standard CDR Format, January 2014

Gonzalez, M.C., Hidalgo, C.A., Barabasi, A.L.: Understanding individual human mobility patterns. Nature 453(7196), 779–782 (2008)CrossRef

Grobelna, I., Grobelny, M., Adamski, M.: Model checking of UML activity diagrams in logic controllers design. In: Zamojski, W., Mazurkiewicz, J., Sugier, J., Walkowiak, T., Kacprzyk, J. (eds.) Proceedings of the Ninth International Conference DepCoS-RELCOMEX. AISC, vol. 286, pp. 233–242. Springer, Cham (2014). doi:10.1007/978-3-319-07013-1_22

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 2012, vol. 2, pp. 325–330. SciTePress (2012)

10.

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 2015, pp. 1949–1955. IEEE Computer Society (2015)

11.

Klimek, R.: Mapping population and mobile pervasive datasets into individual behaviours for urban ecosystems. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2016. LNCS, vol. 9692, pp. 683–694. Springer, Cham (2016). doi:10.1007/978-3-319-39378-0_58

12.

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, Shanghai, China, 30 June–1 July 2014. Ambient Intelligence and Smart Environments, vol. 18, pp. 37–44. IOS Press (2014)

13.

Klimek, R., Szwed, P.: Verification of archimate process specifications based on deductive temporal reasoning. In: Proceedings of Federated Conference on Computer Science and Information Systems (FedCSIS 2013), Kraków, Poland, 8–11 September 2013, pp. 1131–1138. IEEE Xplore Digital Library (2013)

14.

Zimmermann, A., Lorenz, A., Oppermann, R.: An operational definition of context. In: Kokinov, B., Richardson, D.C., Roth-Berghofer, T.R., Vieu, L. (eds.) CONTEXT 2007. LNCS, vol. 4635, pp. 558–571. Springer, Heidelberg (2007). doi:10.1007/978-3-540-74255-5_42 CrossRef

Title: Understanding Human Behavior in Intelligent Environments: A Context-Aware System Supporting Mountain Rescuers
Author: Radosław Klimek
Publisher: Springer International Publishing
Book: Artificial Intelligence and Soft Computing
Print ISBN: 978-3-319-59059-2

Electronic ISBN: 978-3-319-59060-8

Copyright Year: 2017
DOI: https://doi.org/10.1007/978-3-319-59060-8_25

Springer Professional

Abstract

Please log in to get access to your license.

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

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Premium Partner