Abstract
Mobile and ubiquitous systems require task models for addressing the challenges of adaptivity and situation-aware assistance. Today, both challenges are seen as separate issues in system development, addressed by different modeling concepts. We propose an approach for a unified modeling concept that uses annotated hierarchical task trees for synthesizing models for both areas from a common basic description.
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
Card, S.K., Moran, T.P., Newell, A.: The psychology of human-computer interaction. Lawrence Erlbaum, Mahwah (1983)
Mori, G., Paterno, F., Santoro, C.: CTTE: support for developing and analyzing task models for interactive system design. IEEE Trans. Softw. Eng. 28(8), 797–813 (2002)
Fox, D., Hightower, J., Liao, L., Schulz, D., Borriello, G.: Bayesian filtering for location estimation. IEEE Pervasive Computing 2, 24–33 (2003)
Franklin, D., Budzik, J., Hammond, K.: Plan-based interfaces: keeping track of user tasks and acting to cooperate. In: Proceedings of the 7th international conference on Intelligent user interfaces, New York, NY, USA, pp. 79–86. ACM Press, New York (2002)
Bui, H.: A general model for online probabilistic plan recognition. In: IJCAI 2003: Proceedings of the 18th International Joint Conference on Artificial Intelligence, pp. 1309–1315 (2003)
Duong, T.V., Bui, H.H., Phung, D.Q., Venkatesh, S.: Activity recognition and abnormality detection with the switching hidden semi-markov model. In: CVPR ’05: Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’05), Washington, DC, USA, vol. 1, pp. 838–845. IEEE Computer Society Press, Los Alamitos (2005)
Patterson, D.J., Liao, L., Fox, D., Kautz, H.A.: Inferring high-level behavior from low-level sensors. In: Dey, A.K., Schmidt, A., McCarthy, J.F. (eds.) UbiComp 2003. LNCS, vol. 2864, Springer, Heidelberg (2003), citeseer.ist.psu.edu/article/patterson03inferring.html
Patterson, D.J., Liao, L., Gajos, K., Collier, M., Livic, N., Olson, K., Wang, S., Fox, D., Kautz, H.A.: Opportunity knocks: A system to provide cognitive assistance with transportation services. In: Ubicomp, pp. 433–450. Springer, Heidelberg (2004)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Giersich, M., Forbrig, P., Fuchs, G., Kirste, T., Reichart, D., Schumann, H. (2007). Towards an Integrated Approach for Task Modeling and Human Behavior Recognition. In: Jacko, J.A. (eds) Human-Computer Interaction. Interaction Design and Usability. HCI 2007. Lecture Notes in Computer Science, vol 4550. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73105-4_121
Download citation
DOI: https://doi.org/10.1007/978-3-540-73105-4_121
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-73104-7
Online ISBN: 978-3-540-73105-4
eBook Packages: Computer ScienceComputer Science (R0)