USING MBIUI LIFE-CYCLE FRAMEWORK FOR AN AFFECTIVE BI-MODAL USER INTERFACE

Katerina Kabassi, Maria Virvou, Efthymios Alepis

Abstract

Decision making theories seem very promising for improving human-computer interaction. However, the actual process of incorporating multi-criteria analysis into an intelligent user interface involves several development steps that are not trivial. Therefore, we have employed and tested the effectiveness of a unifying life-cycle framework that may be used for the application of many different multi-criteria decision making theories. The life-cycle framework is called MBIUI and in this paper we show how we have used it for employing a multi-criteria decision making theory, called Simple Additive Weighting, in an affective bi- modal educational system. More specifically, we describe the experimental studies for designing, implementing and testing the decision making theory. The decision making theory has been adapted in the user interface for combining evidence from two different modes and providing affective interaction.

References

  1. Bernon, C., Gleizes, M.P., Peyruqueou, S., Picard, G., 2003. ADELFE: A methodology for adaptive multiagent systems engineering, Engineering Societies in the Agents World III, Lecture Notes in Artificial Intelligence, Vol. 2577, pp. 156-169.
  2. Bohnenberger, T. , Jacobs, O., Jameson A., Aslan, I. 2005. Decision-Theoretic Planning Meets User Requirements: Enhancements and Studies of an Intelligent Shopping Guide, in H. Gellersen, R. Want, & A. Schmidt (Eds.), Pervasive computing: Third international conference, Berlin: Springer, 279-296.
  3. Fishburn, P.C. 1967. Additive Utilities with Incomplete Product Set: Applications to Priorities and Assignments, Operations Research.
  4. Hull, M. E. C. , Taylor, P. S., Hanna, J. R. P., Millar, R. J. 2002. Software development processes- an assessment, Information and Software Technology, vol. 44, pp. 1-12.
  5. Hwang C.L., Yoon, K., 1981. Multiple Attribute Decision Making: Methods and Applications, Lecture Notes in Economics and Mathematical Systems, vol. 186.
  6. Jacobson, I., Booch, G., Rumbaugh, J. 1999. The Unified Software Development Process, Addison-Wesley, Reading, MA, 1999.
  7. Kabassi, K., Virvou, M., 2006. A Knowledge-based Software Life-Cycle Framework for the incorporation of Multi-Criteria Analysis in Intelligent User Interfaces. IEEE Transactions on Knowledge and Data Engineering, vol. 18, No. 9, pp. 1-13.
  8. Kass, R., Finin, T. 1989. The role of User Models in Cooperative Interactive Systems, International Journal of Intelligent Systems, vol. 4, pp. 81-112.
  9. Kudenko, D., Bauer, M. Dengler, D. 2003. Group Decision Making Through Mediated Discussions, Proceedings of the 9th International Conference on User Modelling, 2003.
  10. Naumann, F., 1998. Data Fusion and Data Quality, Proceedings of the New Techniques and Technologies for Statistics.
  11. Rich, E., 1989. Stereotypes and User Modeling. In: Kobsa, A., Wahlster, W., (Eds.) User Models in Dialog Systems, pp. 199-214.
  12. Rich, E., 1999. Users are individuals: individualizing user models. International Journal of Human-Computer Studies vol. 51, pp. 323-338.
  13. Schütz, W., Schäfer, R., 2001. Bayesian networks for estimating the user's interests in the context of a configuration task, in R. Schäfer, M. E. Müller, and S. A. Macskassy (eds.) Proceedings of the UM2001 Workshop on Machine Learning for User Modeling, pp. 23-36.
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Paper Citation


in Harvard Style

Kabassi K., Virvou M. and Alepis E. (2007). USING MBIUI LIFE-CYCLE FRAMEWORK FOR AN AFFECTIVE BI-MODAL USER INTERFACE . In Proceedings of the Second International Conference on Software and Data Technologies - Volume 2: ICSOFT, ISBN 978-989-8111-06-7, pages 40-47. DOI: 10.5220/0001336000400047


in Bibtex Style

@conference{icsoft07,
author={Katerina Kabassi and Maria Virvou and Efthymios Alepis},
title={USING MBIUI LIFE-CYCLE FRAMEWORK FOR AN AFFECTIVE BI-MODAL USER INTERFACE},
booktitle={Proceedings of the Second International Conference on Software and Data Technologies - Volume 2: ICSOFT,},
year={2007},
pages={40-47},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001336000400047},
isbn={978-989-8111-06-7},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Second International Conference on Software and Data Technologies - Volume 2: ICSOFT,
TI - USING MBIUI LIFE-CYCLE FRAMEWORK FOR AN AFFECTIVE BI-MODAL USER INTERFACE
SN - 978-989-8111-06-7
AU - Kabassi K.
AU - Virvou M.
AU - Alepis E.
PY - 2007
SP - 40
EP - 47
DO - 10.5220/0001336000400047