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From participatory design to participating problem solving: Enhancing system adaptability through user modelling

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Abstract

The issue on the role of users in knowledge-based systems can be investigated from two aspects: the design aspect and the functionality aspect. Participatory design is an important approach for the first aspect while system adaptability supported by user modelling is crucial to the second aspect. In the article, we discuss the second aspect. We view a knowledge-based computer system as the partner of users' problem-solving process, and we argue that the system functionality can be enhanced by adapting the behaviour of the system to fit the needs of users with different profiles. We emphasise that the notion of user modelling is crucial to realise such kind of flexibility. User modelling will be beneficial to the user, not only through adaptive interfaces, but also through the enhanced system adaptability. In a knowledge-based system, by incorporating user models, searching can be reduced to a smaller portion in the knowledge-base, thus enhancing system functionality. In other words, user modelling is incorporated to realise flexible inference control to achieve system adaptability. An example is provided, and a general conceptual model is sketched. We conclude this paper by emphasising that the design aspect and functionality aspect are complementary. Achieving enhanced functionality through joint efforts of computers and human users indicates a kind of participatory execution of computerised problem-solving or participatory problem-solving.

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References

  • Carberry, S. (1991). Second international workshop on user modelling,AI Magazine, 11(5), 57–60.

    Google Scholar 

  • de Baar, D.J.M.M., Foley, J.D. and Mullet, K.E. (1992). Coupling application design and user interface design. In Proc.CHI'92, 259–266.

  • Gill, K.S. (1989). Reflections on participatory design.AI & Society, 3, 297–314.

    Google Scholar 

  • Grundin, J. (1991). The development of interactive systems: bridging the gaps between developers and users.IEEE Computer, 24(4), 59–69.

    Google Scholar 

  • Hefley, W.E. and Murray, D. (1993). Intelligent user interfaces. In Gray, W.D., Hefley, W.E. and Murray, D. (eds.),Proceedings of the 1993 International Workshop on Intelligent User Interfaces, 3–12.

  • Hoppe, H.U. and Schiele, F. (1992). Towards task models for embedded information retrieval.Proc. CHI'92, pp. 173–180.

  • Kass, R. and Finin, T. (1989). The role of user models in cooperative interactive systems.International Journal of Intelligent Systems, 4, 81–112.

    Google Scholar 

  • McKeown, K.R. (1990). User modelling and user interfaces. Inproceedings of AAAI-90, 1138–1139.

  • Michalski, R.S., Carbonell, J.G. and Mitchell, T.M. (1983, 1986).Machine Learning: An Artificial Intellignece Approach (Vols. I and II), Morgan Kaufmann, San Mateo, CA.

    Google Scholar 

  • Muller, M.J. and Kuhn, S. (eds.) (1993). Special issue on participatory design,Communications of the ACM 36(4), 24–103.

    Google Scholar 

  • Norman, D.A. and Diaper, S. W. (eds.) (1986).User Centered System Design: New Perspectives on Human-Computer Interaction, Lawrence Erlbaum Associates.

  • Participatory Design Conference. (1992). Detailed call for participation.SIGCHI Bulletin, 24(2), 90.

    Google Scholar 

  • Pollack, M.E., Hirschberg, J. and Webber, B. (1982). User participation in the reasoning processes of expert systems.Proc. AAAI-1982, 358–361.

  • Rich, E. (1979). User modelling via stereotypes.Cognitive Science 3, 329–354.

    Google Scholar 

  • Rich, E. (1983). Users are individuals: individualizing user models. Int.J. Man-Machine Studies 18, 199–214.

    Google Scholar 

  • Sarner, M.H. and Carberry, S. (1992). Generating tailored definitions using multifaceted user model.User Modeling and User-Adapted Interaction, 2 181–210.

    Google Scholar 

  • Tauber, M.J. (1983). An approach to metacommunication in human-computer interaction. In Klix, F. and Wandke, H. (eds.)Man-Computer Interaction Research: MACINTER I, 35–50.

  • Woods, D. (1993). The price of flexibility. In Gray, W.D., Hefley, W.E. and Murray, D. (eds.),Proceedings of the 1993 International Workshop on Intelligent User Interfaces, 19–28.

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  1. Department of Computer Science, University of Nebraska at Omaha, 68182-0500, Omaha, NE, USA

    Zhengxin Chen

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  1. Zhengxin Chen
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Chen, Z. From participatory design to participating problem solving: Enhancing system adaptability through user modelling. AI & Soc 7, 238–247 (1993). https://doi.org/10.1007/BF01901819

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