An introduction to structured modeling
Management Science
gIBIS: a hypertext tool for exploratory policy discussion
ACM Transactions on Information Systems (TOIS)
Spreadsheet analysis and design
Communications of the ACM
A modeling language for mathematical programming
Management Science
Fundamentals of structured modeling
Mathematical models for decision support
The action workflow approach to workflow management technology
CSCW '92 Proceedings of the 1992 ACM conference on Computer-supported cooperative work
Model management systems: a survey
Annals of Operations Research - Special issue on model management in operations research
Attributed graphs, graph-grammars, and structured modeling
Annals of Operations Research - Special issue on model management in operations research
Fundamentals of database systems (2nd ed.)
Fundamentals of database systems (2nd ed.)
Toward a logical/physical theory of spreadsheet modeling
ACM Transactions on Information Systems (TOIS)
Communications of the ACM
Extending the database relational model to capture more meaning
ACM Transactions on Database Systems (TODS)
The entity-relationship model—toward a unified view of data
ACM Transactions on Database Systems (TODS) - Special issue: papers from the international conference on very large data bases: September 22–24, 1975, Framingham, MA
Building Web Services with Java: Making Sense of Xml, Soap, Wsdl, and Uddi
Building Web Services with Java: Making Sense of Xml, Soap, Wsdl, and Uddi
Building Effective Decision Support Systems
Building Effective Decision Support Systems
Information Systems and Decision Processes
Information Systems and Decision Processes
Integrated Modeling Environments in Organizations: An Empirical Study
Information Systems Research
Spreadsheets on Trial: A Survey of Research on Spreadsheet Risks
HICSS '96 Proceedings of the 29th Hawaii International Conference on System Sciences Volume 2: Decision Support and Knowledge-Based Systems
KnowledgeScope: managing knowledge in context
Decision Support Systems
Model Management in Electronic Markets for Decision Technologies: A Software Agent Approach
HICSS '97 Proceedings of the 30th Hawaii International Conference on System Sciences: Advanced Technology Track - Volume 5
Progress in Web-based decision support technologies
Decision Support Systems
ODDM: A framework for modelbases
Decision Support Systems
Flexible modelling and support of interrelated decisions
Decision Support Systems
Enterprise model management systems
Proceedings of the International Workshop on Enterprises & Organizational Modeling and Simulation
Model composition in multi-dimensional data spaces
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
A semantic service-oriented architecture for distributed model management systems
Decision Support Systems
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In the modern day, digital enterprise data and models are widely distributed. Decision-making in such distributed environments needs secure and easy access to these resources, rapid integration of decision models, and the ability to deploy these in real time. This demands a different approach for model management--one that permits decision-makers to not only share/access but also evaluate/understand models, choose appropriate ones from a collection of models, and orchestrate the execution of the model(s) in real time. In this paper, we describe an architecture that defines a service-oriented, Web service-based approach to model management. We first present a classification of stakeholders from the perspective of model management and identify the layers of modeling knowledge required for managing models. We then define a formal representation for organizing the content knowledge using a graph-based representation. We have used spreadsheet model(s) as a vehicle for explaining and demonstrating our concepts in this paper. Finally, we describe an environment (virtual business environment, VBE) that is based on a Web services architecture that would help store, retrieve, and distribute the layers of modeling knowledge to the various categories of users identified.