A NEW STATISTICAL MODEL - To Designing a Decision Support System

Morteza Zahedi, Ali Pouyan, Esmat Hejazi

2008

Abstract

In this paper we propose a new statistical approach to simulate a technical support center as a help desk for a web site which makes use of scientific documents and university protocols for the students and lecturers. In contrary to the existing statistical approaches which are modelled by general statistical graphs named Bayesian network or decision graph, we propose a statistical approach which can be used consistently in different domains and problem spaces without any need for a new designing regarding the new domain. Furthermore, the proposed statistical model which is trained by a set of training data collected from the experts in a special field is applicable to high-dimensional, large-sized, non-geometric-based data for decision making support.

References

  1. Bing Nan Li, Ming Chui Dong and Sam Chao, 2008, On decision making support in blood bank information systems, Expert Systems with Applications: An International Journal, ELSEVIER, ScienceDirect, Vol. 34 , No. 2, pp. 1522-1532.
  2. Ren-Jye Dzeng and Hsin-Yun Lee, 2007, Activity and value orientated decision support for the development planning of a theme park, Expert Systems with Applications: An International Journal, ELSEVIER, ScienceDirect, Vol. 33, pp. 923-935.
  3. Dorner S., Shi J, Swayne D., 2007, Multi-Objective Modelling and Decision Support Using a Bayesian Network Approximation to a Non-point Source Pollution Model, Environmental Modelling & Software, Vol. 22, pp. 211-222.
  4. TCS, 2005, TC-STAR - Technology and Corpora for Speech to Speech Translation, Integrated project TCSTAR (IST-2002-FP6-506738) funded by the European
  5. Michalewicz, Z.; Schmidt, M.; Michalewicz, M.; Chiriac, C., 2005, Case study: an intelligent decision support system, Intelligent Systems, IEEE Vol. 20, Issue 4, pp. 44-49.
  6. Turban, 2004, Decision Support System and Intelligent Systems, 6th Edition, Millan, 2004.
  7. Y. Akiba, M. Federico, N. Kando, H. Nakaiwa, M. Paul, J. Tsujii, 2004, Overview of the IWSLT04 Evaluation Campaign. In Proc. of the Int. Workshop on Spoken Language Translation (IWSLT), pp. 1-12, Kyoto, Japan.
  8. Leu S. S., and Hwang, S. T., 2002, GA-based resourcesconstrained flowshop scheduling model for mixed precast production. Automation in Cnstruction, Vol. 11, No. 4, pp. 439-452.
  9. Leu S. S., and Hwang, S. T., 2002, GA-based resourcesconstrained flowshop scheduling model for mixed precast production. Automation in Cnstruction, Vol. 11, No. 4, pp. 439-452.
  10. W. Wahlster, 2000, editor: Verbmobil: Foundations of speech-to-speech translations. Springer Verlag, Berlin, Germany.
  11. Middleton, I., 1996. Key Factors in Help Desk Success (An analysis of areas critical to help desk development and functionality.) In British Library R&D Report 6247, The British Library.
  12. Hutchins, W. John, and Harold L. Somers, 1992. An Introduction to Machine Translation, London: Academic Press, Press. ISBN 0-12-362830-X.
  13. Shneiderman, Ben, 1992. Tree Visualization with TreeMaps: A 2-D Space-filling Approach, ACM Transaction on Graphics, Vol. 11, No. 1, pp. 92-99.
  14. Robyn M. Dawes, 1988. Rational Choice in an Uncertain Choice, Hartcourt Brace Jovanovich, Publishers.
  15. Bertin, Jacques, 1983. Semilogy of Graphics. Translated by William J. Berg, At The University of Wisconsin.
  16. Perlman, G. and T.D. Erickson, 1983. Graphical Abstractions of Technical Documents, In Visible Language, Vol. 23, No. 4.
  17. Daniel Kahneman, Paul Slovic, and Amos Tversky, 1982. Judgment under uncertainty: Heuristics and biases, Cambridge University Press.
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Paper Citation


in Harvard Style

Zahedi M., Pouyan A. and Hejazi E. (2008). A NEW STATISTICAL MODEL - To Designing a Decision Support System . In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-8111-37-1, pages 524-530. DOI: 10.5220/0001704905240530


in Bibtex Style

@conference{iceis08,
author={Morteza Zahedi and Ali Pouyan and Esmat Hejazi},
title={A NEW STATISTICAL MODEL - To Designing a Decision Support System},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2008},
pages={524-530},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001704905240530},
isbn={978-989-8111-37-1},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - A NEW STATISTICAL MODEL - To Designing a Decision Support System
SN - 978-989-8111-37-1
AU - Zahedi M.
AU - Pouyan A.
AU - Hejazi E.
PY - 2008
SP - 524
EP - 530
DO - 10.5220/0001704905240530