COMPLETENESS, SECURITY AND PRIVACY IN USER MODELLING FOR WEB-BASED LEARNING
Maria Virvou, Nineta Polemi, Katerina Kabassi
2006
Abstract
This paper describes a user modelling agent for a web-based learning system that provides personalised and secure interaction with its users (learners). The system involves user modelling in order to provide tutoring that is dynamically tailored to the individual learner’s needs. It constantly observes the user silently and processes the observations so that it may generate hypotheses about the user’s level of domain knowledge, current goals and possible problems. Personalised Web-based learning requires the gathering of a lot of personal data concerning the user and thus security and privacy issues are raised. Information about the user is maintained centrally on a User modelling Server and concerns each individual learner. Each user model is available to any client application of the system that requests it through Web Services. PKI and WS-security technologies have been used in order to embed security in the F-SMILE system and offer basic security services.
References
- Adams, C., Lloyd. (1999) Understanding Public-Key Infrastructure - Concepts, Standards and Deployment Considerations, 1st Edition, Macmillan Technical Publishing.
- Eastlake,D. , Reagle, J. (editors). (2002). “XML Encryption Syntax and Processing”, W3C Recommendation, www.w3.org/TR/xmlenc-core Hartman, B., Flinn, D., Beszosov, K., & Kawamoto, S. (2003). Mastering Web Services Security, Wiley Publishing.
- Kobsa, A. (2002). Personalized hypermedia and international privacy. Communications of the ACM 45(5), 64-67.
- Microsoft Corporation, Microsoft® Windows® 98 Resource Kit, Microsoft Press, 1998.
- Nash, A., Duane, B., Brink, B., Joseph, C. (2001). PKI: Implementing & Managing E-Security, McGraw-Hill Osborn Media Publishing.
- Virvou, M. & Kabassi, K. (2002). Reasoning about Users' Actions in a Graphical User Interface. HumanComputer Interaction, 17(4), 369-399.
Paper Citation
in Harvard Style
Virvou M., Polemi N. and Kabassi K. (2006). COMPLETENESS, SECURITY AND PRIVACY IN USER MODELLING FOR WEB-BASED LEARNING . In Proceedings of WEBIST 2006 - Second International Conference on Web Information Systems and Technologies - Volume 2: WEBIST, ISBN 978-972-8865-47-4, pages 293-298. DOI: 10.5220/0001238102930298
in Bibtex Style
@conference{webist06,
author={Maria Virvou and Nineta Polemi and Katerina Kabassi},
title={COMPLETENESS, SECURITY AND PRIVACY IN USER MODELLING FOR WEB-BASED LEARNING},
booktitle={Proceedings of WEBIST 2006 - Second International Conference on Web Information Systems and Technologies - Volume 2: WEBIST,},
year={2006},
pages={293-298},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001238102930298},
isbn={978-972-8865-47-4},
}
in EndNote Style
TY - CONF
JO - Proceedings of WEBIST 2006 - Second International Conference on Web Information Systems and Technologies - Volume 2: WEBIST,
TI - COMPLETENESS, SECURITY AND PRIVACY IN USER MODELLING FOR WEB-BASED LEARNING
SN - 978-972-8865-47-4
AU - Virvou M.
AU - Polemi N.
AU - Kabassi K.
PY - 2006
SP - 293
EP - 298
DO - 10.5220/0001238102930298