Abstract
Context-aware computing has brought a new style of human computer interaction. Computing is moved into the background of the user’s environment. Devices collaborate to exhibit smart behaviors for the user. Despite much progress in research on context-aware services, few studies have addressed the issue of creating new context-aware services catered to a person. This paper presents CASPER, a novel method of constructing personal context-aware services. CASPER observes the behavior of the user in the service domain and identifies the patterns that can be mapped to useful context-aware services for him/her. We discuss the CASPER model and an experiment that we conducted as a proof of concept. The result of the experiment shows that CASPER is able to discover personal context-aware services from the living data of the user.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Pinto, R.P., Cardozo, E., Guimaraes, E.G.: A Component Framework for Context-Awareness. In: 2008 International Wireless Communications and Mobile Computing, August 6-8, pp. 315–320 (2008)
Xiaosheng, T., Qinghua, S., Ping, Z.: A Distributed Context Aware Model for Pervasive Service Environment. In: 1st International Symposium on Wireless Pervasive Computing, January 16-18 (2006)
da Silva, L.O.B., van Wijnen, R.P., Vink, P.: A Service-Oriented Middleware for Context-Aware Applications. In: 5th International Workshop on Middleware for Pervasive and Ad-Hoc Computing, pp. 37–42 (2007)
Park, I., Choi, H., Shin, K.-Y., Kim, J., Park, S.: GAS2: Context Awareness Service System based on Wireless Sensor Networks. In: 2006 Advanced Communication Technology, February 20-22, vol. 2, pp. 1231–1234 (2006)
Thayer, S.M., Steenkiste, P.: An Architecture for the Integration of Physical and Information Spaces. Personal and Ubiquitous Computing 7(2) (July 2003)
Gu, T., Pung, H.K., Zhang, D.Q.: A service-oriented middleware for building context-aware services. Journal of Network and Computer Applications 28(1) (January 2005)
da Silva Santos, L.O.B., Ramparany, F., Costa, P.D., Vink, P., Etter, R., Broens, T.: A Service Architecture for Context Awareness and Reaction Provisioning. In: 2007 IEEE Congress on Services, July 9-13, pp. 25–32 (2007)
Corradi, A., Montanari, R., Tibaldi, D.: Context-based Access Control for Ubiquitous Service Provisioning. In: 2004 Computer Software and Applications Conference, September 28-30, vol. 1, pp. 444–451 (2004)
Rodden, T., Crabtree, A., Hemmings, T., Koleva, B., Humble, J., Akesson, K.-P., Hansson, P.: Configuring the Ubiquitous Home. In: The 6th International Conference on Designing Cooperative Systems, May 11-14 (2004)
Dey, A.K., Hamid, R., Beckmann, C., Li, I., Hsu, D.: A CAPpella: Programming by Demonstration of Context-aware Applications. In: The SIGCHI Conference on Human factors in Computing Systems, April 24-29, pp. 33–40 (2004)
Brdiczka, O., Crowley, J.L., Reignier, P.: Learning Situation Models in a Smart Home. IEEE Transactions on Systems, Man, and Cybernetics—Part B: Cybernetics 39(1) (February 2009)
Gupta, R., Sumeet, T., Agrawal, D.P.: Jini Home Networking: A Step toward Pervasive Computing. IEEE Computer 35(8), 34–40 (2002)
UPnP Forum, Understanding of universal plug and play (June 2000), http://www.upnp.org/resources/whitepapers.asp
Nakajima, T.: Pervasive Servers: A framework for creating a society of appliances. ACM Personal and Ubiquitous Computing 7(3-4) (July 2003)
OSGi Alliance, OSGI Service Platform Service Compendium (April 2007)
Duquennoy, S., Grimaud, G., Vandewalle, J.-J.: The Web of Things: interconnecting devices with high usability and performance. In: 6th International Conference on Embedded Software and Systems (ICESS 2009), HangZhou, Zhejiang, China (2009)
Lieberman, H.: Autonomous interface agents. In: The SIGCHI Conference on Human Factors in Computing Systems, pp. 67–74 (1997)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Park, J., Lee, K.H. (2010). CASPER: Mining Personalized Services. In: Yu, Z., Liscano, R., Chen, G., Zhang, D., Zhou, X. (eds) Ubiquitous Intelligence and Computing. UIC 2010. Lecture Notes in Computer Science, vol 6406. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16355-5_28
Download citation
DOI: https://doi.org/10.1007/978-3-642-16355-5_28
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-16354-8
Online ISBN: 978-3-642-16355-5
eBook Packages: Computer ScienceComputer Science (R0)