Abstract
This research aims at reconciling web personalization with privacy constraints imposed by legal restrictions and by users’ privacy preferences. We propose a software product line architecture approach, where our privacyenabling user modeling architecture can dynamically select personalization methods that satisfy current privacy constraints to provide personalization services. A feasibility study is being carried out with the support of an existing user modeling server and a software architecture based development environment.
This research has been supported through NSF grant IIS 0308277. I would like to thank Alfred Kobsa, André van der Hoek and Eric Dashofy for their help in preparing this paper.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Teltzrow, M., Kobsa, A.: Impacts of User Privacy Preferences on Personalized Systems: a Comparative Study. In: Karat, C.M., et al. (eds.) Designing Personalized User Experiences for eCommerce. Kluwer, Dordrecht (2004)
Kobsa, A., Koenemann, J., Pohl, W.: Personalized Hypermedia Presentation Techniques for Improving Online Customer Relationships. The Knowledge Engineering Review 16(2), 111–155 (2001)
DE-TS, German Teleservices Data Protection Act (1997)
Kobsa, A.: A Component Architecture for Dynamically Managing Privacy in Personalized Web-based Systems. In: Dingledine, R. (ed.) Privacy Enhancing Technologies: Third Intern’l Workshop, Dresden, Germany, pp. 177–188. Springer, Heidelberg (2003)
Jupiter, Beyond the Personalization Myth (2003), http://www.jupiterresearch.com/bin/item.pl/research:vision/79/id=94553,keywords1=personalization/
Kobsa, A.: Generic User Modeling Systems. User Modeling and User-Adapted Interaction 11(1-2), 49–63 (2001)
Bosch, J.: Design and Use of Software Architectures: Adopting and Evolving a Product-Line Approach. Addison-Wesley, New York (2000)
Clements, P., Northrop, L.M.: Software Product Lines: Practices and Patterns. Addison-Wesley, New York (2002)
van der Hoek, A.: Design-Time Product Line Architectures for Any-Time Variability. Science of Computer Programming 53(30), 285–304
Fink, J.: User Modeling Servers: Requirements, Design, and Evaluation. IOS Press, Netherlands (Infix) (2004)
Dashofy, E.M., van der Hoek, A., Taylor, R.N.: A Highly-Extensible, XML-Based Architecture Description Language. In: Proceedings of the Working IEEE/IFIP Conf. on Software Architecture, Amsterdam, Netherlands, pp. 103–112 (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
Wang, Y. (2005). Constraint-Sensitive Privacy Management for Personalized Web-Based Systems. 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_77
Download citation
DOI: https://doi.org/10.1007/11527886_77
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)