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A web services framework for distributed model management

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  • Therani Madhusudan

    (University of Arizona)

Abstract

Distributed model management aims to support the wide-spread sharing and usage of decision support models. Web services is a promising technology for supporting distributed model management activities such as model creation and delivery, model composition, model execution and model maintenance to fulfill dynamic decision-support and problem solving requests. We propose a web services based framework for model management (called MM-WS) to support various activities of the model management life cycle. The framework is based on the recently proposed Integrated Service Planning and Execution (ISP & E) approach for web services integration. We discuss encoding of domain knowledge (as individual models) and utilize the MM-WS framework to interleave synthesis of composite models with their execution. A prototypical implementation with an example is used to illustrate the utility of the framework to enable distributed model management and knowledge integration. Benefits and issues of using the framework to support model-based decision-making in organizational contexts are outlined.

Suggested Citation

  • Therani Madhusudan, 2007. "A web services framework for distributed model management," Information Systems Frontiers, Springer, vol. 9(1), pages 9-27, March.
    • Handle: RePEc:spr:infosf:v:9:y:2007:i:1:d:10.1007_s10796-006-9015-2
    DOI: 10.1007/s10796-006-9015-2
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    as
    1. ,, 2003. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 19(4), pages 691-705, August.
    2. Arthur M. Geoffrion, 1987. "An Introduction to Structured Modeling," Management Science, INFORMS, vol. 33(5), pages 547-588, May.
    3. Amit Basu & Robert W. Blanning, 2000. "A Formal Approach to Workflow Analysis," Information Systems Research, INFORMS, vol. 11(1), pages 17-36, March.
    4. Madhusudan Therani & Mohan Tanniru, 2005. "Knowledge partitioning: a strategic approach to product lifecycle management," International Journal of Product Development, Inderscience Enterprises Ltd, vol. 2(1/2), pages 85-108.
    5. Kaushal Chari, 2002. "Model Composition Using Filter Spaces," Information Systems Research, INFORMS, vol. 13(1), pages 15-35, March.
    6. ,, 2003. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 19(5), pages 879-883, October.
    7. Jeffrey E. Kottemann & Daniel R. Dolk, 1992. "Model Integration and Modeling Languages: A Process Perspective," Information Systems Research, INFORMS, vol. 3(1), pages 1-16, March.
    8. Waleed A. Muhanna & Roger Alan Pick, 1994. "Meta-Modeling Concepts and Tools for Model Management: A Systems Approach," Management Science, INFORMS, vol. 40(9), pages 1093-1123, September.
    9. Amit Basu & Robert W. Blanning, 1998. "The Analysis of Assumptions in Model Bases Using Metagraphs," Management Science, INFORMS, vol. 44(7), pages 982-995, July.
    10. ,, 2003. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 19(6), pages 1195-1198, December.
    11. Amit Basu & Robert W. Blanning, 1994. "Model Integration Using Metagraphs," Information Systems Research, INFORMS, vol. 5(3), pages 195-218, September.
    12. ,, 2003. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 19(1), pages 225-228, February.
    13. Kaushal Chari & Tarun K. Sen, 1997. "An Integrated Modeling System for Structured Modeling Using Model Graphs," INFORMS Journal on Computing, INFORMS, vol. 9(4), pages 397-416, November.
    14. Bonczek, Robert H. & Holsapple, Clyde W. & Whinston, Andrew B., 1981. "Foundations of Decision Support Systems," Elsevier Monographs, Elsevier, edition 1, number 9780121130503 edited by Schmidt, J. William.
    15. Arthur M. Geoffrion, 1992. "The SML Language for Structured Modeling: Levels 3 and 4," Operations Research, INFORMS, vol. 40(1), pages 58-75, February.
    16. ,, 2003. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 19(2), pages 411-413, April.
    17. Ting-Peng Liang, 1988. "Development of a Knowledge-Based Model Management System," Operations Research, INFORMS, vol. 36(6), pages 849-863, December.
    18. Hemant K. Bhargava & Ramayya Krishnan, 1998. "Feature Article—The World Wide Web: Opportunities for Operations Research and Management Science," INFORMS Journal on Computing, INFORMS, vol. 10(4), pages 359-383, November.
    19. Arthur M. Geoffrion, 1992. "The SML Language for Structured Modeling: Levels 1 and 2," Operations Research, INFORMS, vol. 40(1), pages 38-57, February.
    20. Bhargava, H. & Krishnan, R. & Müller, R., 1996. "Decision Support on Demand: on Emerging Electronic Markets for Decision Technologies," SFB 373 Discussion Papers 1996,31, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
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