An introduction to structured modeling
Management Science
Development of a knowledge-based model management system
Operations Research
Mathematica: a system for doing mathematics by computer (2nd ed.)
Mathematica: a system for doing mathematics by computer (2nd ed.)
The SML language for structured modeling: levels 1 and 2
Operations Research
The SML language for structured modeling: levels 3 and 4
Operations Research
An object-oriented framework for model management and DSS development
Decision Support Systems
Model management: an embedded languages approach
Decision Support Systems
Model management systems: an overview
Decision Support Systems - Special issue on model management systems
Model management issues and directions
Decision Support Systems - Special issue on model management systems
Model integration and a theory of models
Decision Support Systems - Special issue on model management systems
Modeling by analogy: use of analogical reasoning in model management systems
Decision Support Systems - Special issue on model management systems
Meta-modeling concepts and tools for model management: a systems approach
Management Science
An object-oriented framework for model management
Decision Support Systems
Task modeling with reusable problem-solving methods
Artificial Intelligence
Enterprise decision support using intranet technology
Decision Support Systems
Future trends in model management systems: parallel and distributed extensions
Decision Support Systems
The Analysis of Assumptions in Model Bases Using Metagraphs
Management Science
Model management system for IRT-based test construction decision support system
Decision Support Systems
A vision for management of complex models
ACM SIGMOD Record
Managing periodically updated data in relational databases: a stochastic modeling approach
Journal of the ACM (JACM)
The Self-Serv Environment for Web Services Composition
IEEE Internet Computing
SHOP: Simple Hierarchical Ordered Planner
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
The World Wide Web: Opportunities for Operations Research and Management Science
INFORMS Journal on Computing
A Formal Approach to Workflow Analysis
Information Systems Research
Model Composition Using Filter Spaces
Information Systems Research
Model composition in a distributed environment
Decision Support Systems
Introduction: Service-oriented computing
Communications of the ACM - Service-oriented computing
Quality of service in an information economy
ACM Transactions on Internet Technology (TOIT)
A case-based reasoning framework for workflow model management
Data & Knowledge Engineering - Special issue: Advances in business process management
An agent-based approach for coordinating product design workflows
Computers in Industry
A declarative approach to composing web services in dynamic environments
Decision Support Systems
Web services and business process management
IBM Systems Journal
Combining artificial intelligence and databases for data integration
Artificial intelligence today
Improved model management with aggregated business process models
Data & Knowledge Engineering
A semantic service-oriented architecture for distributed model management systems
Decision Support Systems
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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.