Abstract
Adaptive information systems typically exploit knowledge about the user’s interests, preferences, goals etc. to determine what should be presented to the user and how this presentation should take place. When dealing with mobile users, however, information about their motions—the places visited, the duration of stays, average velocity etc.—can be additionally exploited to enrich the user model and better adapt the system behavior to the user’s needs. This paper discusses the use of positioning data and background knowledge to achieve such a motion-based adaptation of information provision.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ashbrook, D., Starner, T.: Using GPS to learn significant locations and predict movement across multiple users. Personal & Ubiquitous Comp. 7(5), 275–286 (2003)
Bauer, M.: Transparent User Modeling in specter. In: Proc. of the 7th International Conference on Work with Computing Systems (WWCS 2004) (2004)
Benelli, G., Bianchi, A., Marti, P., Not, E., Sennati, D.: HIPS: Hyper-Interaction within Physical Space. In: Proceedings of IEEE Multimedia Systems 1999, International Conference on Multimedia Computing and Systems (1999)
Liao, L., Fox, D., Kautz, H.: Learning and Inferring Transportation Routines. In: Proceedings of AAAI 2004, pp. 348–353 (2004)
Müller, C., Grossmann-Hutter, B., Jameson, A., Rummer, R., Wittig, F.: Recognizing time pressure and cognitive load on the basis of speech: An experimental study. In: Bauer, M., Gmytrasiewicz, P.J., Vassileva, J. (eds.) UM 2001. LNCS (LNAI), vol. 2109, pp. 24–33. Springer, Heidelberg (2001)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Bauer, M., Deru, M. (2005). Motion-Based Adaptation of Information Services for Mobile Users. In: Ardissono, L., Brna, P., Mitrovic, A. (eds) User Modeling 2005. UM 2005. Lecture Notes in Computer Science(), vol 3538. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11527886_35
Download citation
DOI: https://doi.org/10.1007/11527886_35
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-27885-6
Online ISBN: 978-3-540-31878-1
eBook Packages: Computer ScienceComputer Science (R0)