Skip to main content

Analysis of the Contextual Behaviour of Mobile Subscribers

  • Conference paper
Communications Infrastructure. Systems and Applications in Europe (EuropeComm 2009)

Abstract

In this paper, contextual behavior of mobile subscribers is studied with data collected straight from smartphones. The paper develops an approach to study how people use mobile devices in different contexts, by proposing an algorithm that works with device-based sensor data. This approach consists of context detection and data analysis. The context detection algorithm analyses cellular network radio logs in modeling the location of people. This paper then analyses usage patterns over different contexts. Demonstration of the contextual modeling with a sample of Finnish smartphone users proves that the applications of the approach are numerous.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Verkasalo, H., Hämmäinen, H.: Handset-Based Monitoring of Mobile Subscribers. Department of Electrical and Telecommunications Engineering. Helsinki Mobility Roundtable. Helsinki School of Economics (2006)

    Google Scholar 

  2. Schmidt, A., Beigl, M., Gellersen, H.-W.: There is more to Context than Location. In: Proceedings of Workshop on Interactive Applications of Mobile Computing, Rostock, Germany (November 1998)

    Google Scholar 

  3. Esbjörnsson, M., Weilenmann, A.: Mobile Phone Talk in Context. In: Dey, A.K., Kokinov, B., Leake, D.B., Turner, R. (eds.) CONTEXT 2005. LNCS (LNAI), vol. 3554, pp. 140–154. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  4. Long, S., Aust, D., Abowd, G.D., Atkeson, C.G.: Rapid prototyping of mobile context- aware applications: The cyberguide case study. In: Proceedings of the 2nd annual international conference on Mobile computing and networking, New York, United States, pp. 97–107 (1996)

    Google Scholar 

  5. ISO 13407, Human-centred design processes for interactive systems. International Standard, the International Organization for Standarization (1999)

    Google Scholar 

  6. Jimenez, B.: Modeling of Mobile End-User Context. M.Sc. Thesis, Helsinki University of Technology (May 2008)

    Google Scholar 

  7. Eagle, N.: Machine Perception and Learning of Complex Social Systems. Doctoral dissertation, Massachusetts Institute of Technology (2005)

    Google Scholar 

  8. Raento, M., Oulasvirta, A., Petit, R., Toivonen, H.: ContextPhone - A prototyping platform for context-aware mobile applications. IEEE Pervasive Computing 4(2), 51–59 (2005)

    Article  Google Scholar 

  9. Laasonen, K., Raento, M., Toivoinen, H.: Adaptative On-Device Location Recognition. In: Second International Conference on Pervasive Computing, Vienna, April 23 (2004)

    Google Scholar 

  10. Kankainen, A., Tiitta, S.: Exploring everyday needs of teenagers related to context-aware mobile services. In: Proceedings of HFT 2003, Berlin, Germany, pp. 19–26 (2003)

    Google Scholar 

  11. Tamminen, S., Oulasvirta, A., Toiskallio, K., Kankainen, A.: Understanding mobile contexts. In: Proceedings of Mobile HCI 2003, Udine, Italy, pp. 18–35 (2003); A revised version submitted to Personal and Ubiquitous Computing

    Google Scholar 

  12. Oulasvirta, A., Kurvinen, E., Kankainen, T.: Understanding contexts by being there: case studies in bodystorming. Personal and Ubiquitous Computing 7, 125–134 (2003)

    Article  Google Scholar 

  13. Raento, M.: Exploring Privacy for Ubiquitous Computing: Tools, Methods and Experiments. Department of Computer Science, Series of publications A, Report A-2007-2 (2007)

    Google Scholar 

  14. Verkasalo, H.: Handset-Based Monitoring of Mobile Customer Behaviour. Master’s Thesis Series. Networking Laboratory. Department of Electrical and Telecommunications Engineering. Helsinki University of Technology, Espoo, Finland (September 2005)

    Google Scholar 

  15. Verkasalo, H.: A Cross-Country Comparison of Mobile Service and Handset Usage. Licentiate’s thesis, Helsinki University of Technology, Networking Laboratory, Finland (2007)

    Google Scholar 

  16. Heinonen, K., Pura, M.: Classifying Mobile Services. Presented at Helsinki Mobility Roundtable, Helsinki, June 1-2 (2006)

    Google Scholar 

  17. Modeling of Mobile Internet Usage and Business Project (2008), http://www.netlab.tkk.fi/tutkimus/momi/

  18. Uronen, M.: Market Segmentation Approaches in the Mobile Service Market. Master’s Thesis, Networking Laboratory, Helsinki University of Technology (2008)

    Google Scholar 

  19. Schmidt, A., Beigl, M., Gellersen, H.W.: There is more to Context than Location. In: Proceedings of Workshop on Interactive Applications of Mobile Computing, Rostock, Germany (November 1998)

    Google Scholar 

  20. Lee, I., Kim, J., Kim, J.: Use Contexts for the Mobile Internet: A longitudinal Study Monitoring Actual Use of Mobile Internet Services. International Journal of Human-Computer interaction 18(3), 269–292 (2005)

    Article  Google Scholar 

  21. Smura, T.: Access alternatives to mobile services and content: analysis of handset-based smartphone usage data. In: ITS 17th Biennial Conference, Montreal, Canada, June 24-27 (2008)

    Google Scholar 

  22. Verkasalo, H., Hämäinen, H.: Handset-Based Monitoring of Mobile Subscribers. Department of Electrical and Telecommunications Engineering. Helsinki Mobility Roundtable. Helsinki School of Economics (2006)

    Google Scholar 

  23. Kivi, A.: Measuring Mobile User Behavior and Service Usage: Methods, Measurements Points, and Future Outlook. In: Proceedings of the 6th Global Mobility Roundtable, Los Angeles, California, U.S, June 1-2 (2007)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2009 ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering

About this paper

Cite this paper

Verkasalo, H., Salmeron, B.J. (2009). Analysis of the Contextual Behaviour of Mobile Subscribers. In: Mehmood, R., Cerqueira, E., Piesiewicz, R., Chlamtac, I. (eds) Communications Infrastructure. Systems and Applications in Europe. EuropeComm 2009. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 16. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-11284-3_26

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-11284-3_26

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-11283-6

  • Online ISBN: 978-3-642-11284-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics