Abstract
In this work it is addressed the problem of information evaluation and decision making process in Group Decision Support Systems (GDSS). A Multi-valued Extended Logic Programming language is used for imperfect information representation and reasoning. A model embodying the quality evaluation of the information, along the several stages of the decision making process, is presented. This way we give the decision makers a measure of the value of the information that supports the decision itself. This model is presented in the context of a GDSS for VirtualECare, a system aimed at sustaining online healthcare services. Reasoning with incomplete and uncertain knowledge has to be dealt with in this kind of environment, due to the particular nature of the healthcare services, where the awful consequences of bad decisions, or lack of timely ones, demand for a responsible answer.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Costa, R., et al.: VirtualECare: Group Decision Supported by Idea Generation and Argumentation. In: The 9th IFIP Working Conference on Virtual Enterprises (PRO-VE 2008), Poznan, Poland (2008)
Parsons, S.: Current approaches to handling imperfect information in data and knowledge bases. IEEE Trans. on Knowledge and Data Eng. 8(3), 353–372 (1996)
Apt, K.R., Bol, R.: Logic Programming and Negation: A Survey. Journal of Logic Programming 19, 9–71 (1994)
Denecker, M., Kakas, A.: Abduction in logic programming. In: Kakas, A.C., Sadri, F. (eds.) Computational Logic: Logic Programming and Beyond. LNCS, vol. 2407, pp. 402–436. Springer, Heidelberg (2002)
Zadeh, L.A.: Fuzzy logic. Scholarpedia 3, 1766 (2008)
Hustadt, U.: Do we need the closed-world assumption in knowledge representation? In: Baader, Buchheit, Nutt (eds.) KI 1994 Workshop. Saarbrüken, Germany (1994)
Gelfond, M., Lifschitz, V.: Logic Programs with Classical Negation. In: Warren, D., Szeredi, P. (eds.) Proceedings of the 7th International Conference on Logic Programming, pp. 579–597 (1990)
Lima, L., et al.: Quality of Information in the context of Ambient Assisted Living. In: Advances in Soft Computing, pp. 624–633. Springer, Heidelberg (2008)
Burstein, F., Holsapple, C.W. (eds.): Handbook on Decision Support Systems: Basic Themes. International Handbooks on Information Systems. Springer, Heidelberg (2008)
Sprague, R.H., Carlson, E.D.: Building Effective Decision Support Systems. Prentice-Hall, Englewood Cliffs (1982)
Power, D.J.: Decision Support Systems: Concepts and Resources for Managers. Greenwood Publishing Group, Westport (2002)
Lu, J., et al.: Multi-objective Group Decision Making: Methods, Software and Applications with Fuzzy Set Techniques. Series in Electric and Computer Engineering. Imperial College Press (2007)
Humphreys, P., Nappelbaum, E.L.: Structure and communications in the process of organisational change: Eastern European experience and its general relevance. In: Humphreys, P., et al. (eds.) Decision Support in Organizational Transformation: Proceedings of the IFIP TC8 WG8.3 International Conference on Organizational Transformation and Decision Support. Springer, La Gomera (1997)
Jones, G., Humphreys, P.: The Decision Hedgehog: Enhancing Contextual Knowledge for Group Decision Authoring and Communication Support. In: Fifth International and Interdisciplinary Conference on Modeling and Using Context, Paris, France. CEUR-WS (2005)
Kolbin, V.V.: Decision Making and Programming. World Scientific, Singapore (2003)
Simon, H.A.: Models of Bounded Rationality: Empirically Grounded Economic Reason, vol. 3. MIT Press, Cambridge (1982)
Nappelbaum, E.: Systems logic for problem formulation and choice. In: Humphreys, P., et al. (eds.) Decision Support in Organizational Transformation: Proceedings of the IFIP TC8 WG8.3 International Conference on Organizational Transformation and Decision Support. Springer, Heidelberg (1997)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Lima, L., Novais, P., Cruz, J.B. (2009). A Process Model for Group Decision Making with Quality Evaluation. In: Omatu, S., et al. Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living. IWANN 2009. Lecture Notes in Computer Science, vol 5518. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02481-8_82
Download citation
DOI: https://doi.org/10.1007/978-3-642-02481-8_82
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-02480-1
Online ISBN: 978-3-642-02481-8
eBook Packages: Computer ScienceComputer Science (R0)